L0 Event Field BUILT
Raw signal layer. Every event becomes a point in a 1,536-dimensional semantic space at the timestamp of its occurrence, with actors linked, source, relevance, and a data-quality flag.
adds Captures every news, filing, transcript, and social post naming CRM, point-in-time, ready for upstream clustering.
today 1,121 events naming CRM in the 130-day window where every layer has coverage (2,524 in the full L0 corpus). Sources: NewsAPI, Finnhub news + transcripts, Reddit, X-amplification, SEC filings.
events per day naming CRM 1,121 total · peak 50 on 05-28
Peak day sample: “CRM Q1 Deep Dive: AI-Led Product Adoption and Platform Expansion Drive Results”
Minor gaps 7 of 130 days in this window had zero events for CRM — longest gap 4 consecutive days. Some of this is real news quietness; some reflects pipeline gaps in Dec 2025 / Jan 2026 / early Feb 2026 (post-holiday weeks where fetch_today.py ran in degraded mode). A targeted gap backfill ran on 2026-05-18 to repair this; daily health checks were added downstream to prevent recurrence.
L1 Narrative Field BUILT / SHADOW VALIDATED
Events embed into a shared semantic space and cluster into coherent storms. Each storm has a stable ID that persists across days through F-002 lineage matching.
adds Places CRM inside a named narrative each day — and tracks when its center of mass shifts to a different one.
today Primary cluster: “salesforce / snowflake / cloud” . Density (7d): 0.166 (momentum +0.009 , novelty 0.33 ). Cluster labels are auto-generated from the full event neighborhood — actor membership reflects shared AI-sector coverage, not exclusive company-specific coverage.
CRM’s primary cluster over time 112 distinct clusters · 115 transitions
Colored band = primary cluster label. Line = semantic_density_7d. Cluster transitions are where the actor’s narrative center of mass shifted.
2026-01-05
Adobe's AI-driven earnings performance
4d in this narrative
2026-02-11
Oracle's AI and cloud growth challenges
3d in this narrative
2026-03-19
Alphabet's AI Growth and Challenges
3d in this narrative
2026-04-27
Earnings season insights and stock analysis
6d in this narrative
L2 Expectation Field BUILT V1
Forward views per actor, embedded into the same semantic space and attached to their nearest L1 storm.
adds Turns CRM's narrative position into a directional thesis with conviction — a daily forward expectation.
today Latest: mixed rotational at conviction 0.60 . “CRM is currently experiencing a price rejection of its negative narrative, indicating a potential shift as it navigates the complexities of Agentforce monetization. The company's relative outperformance against the broader tape suggests resilience, but the cooling narrative aroun”
CRM’s daily expectation 128 days · direction = bar color · conviction = bar height
2025-11-26 · bearish_continuation · conv 0.75 — With a negative confirmation state and a narrative indicating cooling Agentforce adoption, CRM is likely to face continued selling pressure in the near term. The competitive landscape is intensifying, further challenging growth expectations. 2025-11-28 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued pressure as the negative confirmation state suggests ongoing selloff and a lack of positive narrative momentum. Competitive pressures and adoption concerns will weigh heavily on performance. 2025-12-01 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued challenges as the negative confirmation state suggests a persistent selloff, exacerbated by competitive pressures and a cooling adoption narrative. 2025-12-02 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued pressure on CRM as the negative narrative around Agentforce adoption persists. Competitive challenges from agent-native platforms may further hinder growth expectations. 2025-12-03 · bearish_continuation · conv 0.75 — The outlook for CRM remains bearish as the negative narrative surrounding Agentforce adoption continues to weigh on sentiment. Competitive pressures from agent-native platforms may further hinder growth in the near term. 2025-12-04 · inflection_pending · conv 0.65 — As of now, CRM is experiencing a divergence between price action and negative narratives, suggesting potential for a stabilization and upward shift in sentiment. However, the cooling narrative around Agentforce adoption could pose challenges ahead. 2025-12-05 · inflection_pending · conv 0.65 — The immediate outlook suggests a potential inflection point as price movements reject the prevailing negative narrative, though significant competitive pressures remain. The coming months will be critical in assessing the impact of Agentforce adoption on overall seat economics. 2025-12-08 · mixed_rotational · conv 0.65 — The next 1-2 months may see continued volatility as the market assesses the impact of Agentforce adoption on seat economics amidst competitive pressures. A cautious approach is warranted given the current disagreement state. 2025-12-09 · mixed_rotational · conv 0.65 — The 1-2 month outlook suggests a cautious approach as the narrative around Agentforce adoption cools, yet the price continues to reject negative sentiment. Volatility may persist as market participants weigh competitive pressures against CRM's current performance. 2025-12-10 · mixed_rotational · conv 0.65 — In the next 1-2 months, CRM may experience volatility as the market weighs the implications of Agentforce adoption amid competitive pressures and mixed sentiment. The current disagreement suggests potential for both upward and downward movements depending on external factors. 2025-12-11 · mixed_rotational · conv 0.65 — The next 1-2 months may see continued price resistance as the Agentforce adoption narrative cools, despite a positive relative return. Market sentiment may remain cautious due to competitive pressures. 2025-12-12 · mixed_rotational · conv 0.65 — Over the next 1-2 months, CRM may face continued pressure as the Agentforce adoption narrative cools amidst competitive threats. However, the recent price rejection of negative narratives suggests potential for stabilization or a modest uptrend. 2025-12-15 · bearish_continuation · conv 0.75 — The narrative surrounding Agentforce adoption is weakening, which is likely to sustain bearish pressure in the near term. Continued competitive threats and a selloff confirming the narrative suggest that price recovery is unlikely over the next couple of months. 2025-12-16 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued pressure on CRM as the negative confirmation state persists, with narrative cooling surrounding Agentforce adoption. Competitive pressures and market sentiment could further exacerbate this trend. 2025-12-17 · mixed_rotational · conv 0.65 — In the next 1-2 months, CRM may experience continued price fluctuations as it navigates a cooling Agentforce adoption narrative while facing competitive pressures. The current disagreement suggests potential for both upward and downward movements based on market sentiment and com 2025-12-18 · bearish_continuation · conv 0.75 — Given the strong negative confirmation state and the narrative cooling around Agentforce adoption, CRM is likely to face continued downward pressure in the near term. The trajectory suggests a persistent struggle to regain positive momentum. 2025-12-19 · bearish_continuation · conv 0.75 — With the current state confirming negative sentiment and a declining narrative dislocation score, CRM is likely to face continued bearish pressure in the coming months as competitive threats and cannibalization concerns persist. 2025-12-22 · mixed_rotational · conv 0.65 — In the next 1-2 months, CRM may experience volatility as it navigates mixed signals from the Agentforce narrative and competitive pressures. The recent disagreement in market sentiment suggests potential for price stabilization or rotation. 2025-12-23 · bearish_continuation · conv 0.75 — The structural picture indicates a continued bearish trend as the negative confirmation state persists, reflecting market skepticism about Agentforce adoption. The trajectory suggests further selling pressure in the near term, particularly in light of competitive pressures. 2025-12-24 · bearish_continuation · conv 0.75 — Given the ongoing negative confirmation and deteriorating narrative around Agentforce adoption, CRM is likely to continue facing downward pressure in the near term. The competitive landscape with agent-native platforms further complicates recovery prospects. 2025-12-26 · bearish_continuation · conv 0.75 — The outlook remains negative as the narrative around Agentforce adoption is cooling. Continued competitive pressures and confirmed selloff trends suggest further challenges ahead in the next couple of months. 2025-12-29 · bearish_continuation · conv 0.75 — The current negative confirmation state suggests continued pressure on CRM's stock, driven by concerns over Agentforce's monetization and competitive pressures. Expect further downside in the near term as market sentiment remains cautious. 2025-12-30 · bearish_continuation · conv 0.75 — Given the ongoing negative confirmation state and cooling narrative around Agentforce adoption, CRM is likely to experience continued downward pressure in the near term. The competitive landscape further complicates recovery prospects. 2025-12-31 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued pressure on CRM as the negative confirmation state persists, with the narrative around Agentforce adoption cooling. Competitive threats and the potential for cannibalization remain significant concerns. 2026-01-02 · bearish_continuation · conv 0.75 — The negative confirmation state indicates ongoing bearish pressure, suggesting a continued decline in the near term as the Agentforce adoption narrative struggles. Expect further challenges in seat economics and competitive positioning. 2026-01-05 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued pressure on CRM as the negative narrative around Agentforce adoption persists, impacting investor sentiment and performance. Expect further selloff confirmation as competitive pressures mount. 2026-01-06 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued negative pressure as the narrative around Agentforce adoption cools, potentially impacting monetization. Competitive threats from agent-native platforms may exacerbate the situation. 2026-01-07 · bearish_continuation · conv 0.75 — The negative confirmation state indicates ongoing challenges for CRM as the Agentforce adoption narrative cools. Expect continued pressure on pricing and sentiment in the near term, likely leading to further declines. 2026-01-08 · bearish_continuation · conv 0.75 — The negative confirmation in narrative suggests continued pressure on CRM's pricing as Agentforce adoption cools. Expect further divergence from competitive platforms to weigh on performance in the near term. 2026-01-09 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued pressure on CRM's stock as the narrative around Agentforce adoption cools. The persistent negative confirmation suggests a challenging outlook amid competitive pressures. 2026-01-12 · bearish_continuation · conv 0.75 — Given the current negative confirmation state and a cooling narrative around Agentforce adoption, CRM is likely to face continued downward pressure in the near term. The persistent negative relative return further supports a bearish outlook over the next couple of months. 2026-01-13 · bearish_continuation · conv 0.80 — The trajectory indicates ongoing negative confirmation, with the narrative around Agentforce adoption cooling. Expect continued pressure on price as competitive threats mount and the narrative fails to translate into positive sentiment. 2026-01-14 · bearish_continuation · conv 0.75 — The structural picture indicates continued bearish pressure, with negative confirmation supporting the narrative of cooling Agentforce adoption. Expect further selloff as competitive pressures mount. 2026-01-15 · bearish_continuation · conv 0.75 — Given the persistent negative confirmation state and competitive pressures, CRM is likely to face continued downward momentum in the near term. The narrative around Agentforce adoption is weakening, which may further impact market sentiment. 2026-01-16 · bearish_continuation · conv 0.75 — The outlook for the next 1-2 months appears bearish as the negative confirmation state persists, indicating ongoing challenges with Agentforce adoption and competitive pressures. The narrative cooling suggests further potential downside. 2026-01-20 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued downward pressure as the narrative surrounding Agentforce adoption remains weak, compounded by competitive challenges. The current selloff appears to confirm the negative sentiment. 2026-01-21 · bearish_continuation · conv 0.80 — The structural picture indicates a continued bearish trend in the near term, driven by the negative confirmation state and the cooling Agentforce adoption narrative. Price pressures are likely to persist as competitive dynamics intensify. 2026-01-22 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued downward pressure as the negative narrative surrounding Agentforce adoption persists, compounded by competitive threats. Price action is expected to struggle against this backdrop. 2026-01-23 · bearish_continuation · conv 0.75 — The ongoing negative confirmation and cooling narrative surrounding Agentforce adoption suggest continued downward pressure on CRM's price in the near term. Expect further selloff as competitive pressures mount. 2026-01-26 · bearish_continuation · conv 0.75 — The negative confirmation state suggests continued pressure on CRM, with the cooling narrative around Agentforce adoption likely leading to further price declines in the near term. The competitive landscape adds to the bearish outlook. 2026-01-27 · bearish_continuation · conv 0.75 — The outlook remains bearish as the negative confirmation state persists, indicating sustained downward pressure on price amid cooling narratives. The competitive landscape and monetization concerns around Agentforce are likely to hinder recovery in the near term. 2026-01-28 · bearish_continuation · conv 0.80 — The next 1-2 months are likely to see continued pressure as the narrative around Agentforce adoption cools and competitive pressures mount. The negative confirmation state indicates a persistent selloff. 2026-01-29 · bearish_continuation · conv 0.80 — With persistent negative confirmation and a declining narrative score, CRM is likely to face continued selling pressure in the coming months. The adoption narrative appears to be losing traction, raising concerns about future growth. 2026-01-30 · bearish_continuation · conv 0.75 — The current structural state indicates continued downward pressure on CRM's price, driven by a cooling narrative around Agentforce adoption and competitive challenges. Expect further selloff as the market confirms these negative signals. 2026-02-02 · bearish_continuation · conv 0.80 — Given the persistent negative confirmation and the cooling narrative around Agentforce adoption, CRM is likely to face continued downward pressure in the near term. The competitive landscape and overall sector weakness further support a bearish outlook. 2026-02-03 · bearish_continuation · conv 0.80 — The next couple of months are expected to be challenging for CRM, as the negative confirmation state persists and narrative pressures mount from competitive AI disruptions. Price is likely to remain under pressure despite the ongoing adoption narrative. 2026-02-04 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued challenges for CRM as negative sentiment persists and competitive pressures mount, particularly from agent-native platforms. The cooling adoption narrative around Agentforce adds to the bearish outlook. 2026-02-05 · bearish_continuation · conv 0.75 — The negative confirmation state indicates continued price pressure, with the cooling Agentforce adoption narrative likely to hinder recovery in the near term. Expect further challenges as competitive pressures mount. 2026-02-06 · bearish_continuation · conv 0.75 — Over the next 1-2 months, CRM is likely to remain under pressure due to persistent negative sentiment and confirmation of the current narrative. The cooling adoption of Agentforce and competitive threats may further hinder recovery. 2026-02-09 · bearish_continuation · conv 0.75 — Given the current negative confirmation state and declining narrative scores, CRM is likely to continue facing downward pressure in the near term. The cooling adoption of Agentforce and competitive pressures may exacerbate selling. 2026-02-10 · bearish_continuation · conv 0.75 — The structural picture indicates ongoing negative confirmation with a cooling narrative around Agentforce adoption. Expect continued downward pressure in the near term as competitive pressures mount and seat economics face headwinds. 2026-02-11 · bearish_continuation · conv 0.80 — With a negative confirmation state and an ongoing cooling narrative around Agentforce adoption, CRM is likely to face continued pressure in the coming months. The competitive landscape and negative trajectory suggest further challenges ahead. 2026-02-12 · bearish_continuation · conv 0.75 — Given the persistent negative confirmation state and the cooling narrative around Agentforce, CRM is likely to experience continued downward pressure in the coming months. The competitive landscape and monetization challenges are significant headwinds. 2026-02-13 · bearish_continuation · conv 0.70 — The structural picture indicates continued negative sentiment, with Agentforce adoption cooling and competitive pressures mounting. Expect further weakness over the next 1-2 months as the narrative solidifies. 2026-02-17 · bearish_continuation · conv 0.75 — The outlook remains negative as the narrative surrounding Agentforce adoption cools, leading to continued pressure on stock performance. Expect further declines as competitive pressures mount. 2026-02-18 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued pressure on CRM shares as the Agentforce adoption narrative cools, compounded by confirmed selloff signals. Competitive threats from agent-native platforms could further impact sentiment. 2026-02-19 · bearish_continuation · conv 0.80 — The structural picture indicates a continued bearish trend with negative confirmation persisting. Expect further downward pressure as the agentforce adoption narrative cools, likely impacting seat economics. 2026-02-20 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued pressure as the narrative surrounding Agentforce adoption remains weak. This could lead to further selloff as competitive pressures mount. 2026-02-23 · bearish_continuation · conv 0.75 — The outlook for CRM remains negative as the narrative around Agentforce adoption cools and competitive pressures from agent-native platforms intensify. Continued selloff is likely as the structural pressures persist. 2026-02-24 · bearish_continuation · conv 0.75 — The structural picture indicates continued selloff pressure, with narrative confirmation of a cooling Agentforce adoption impacting sentiment. Expect further challenges in pricing and demand in the coming months. 2026-02-25 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued bearish pressure as the narrative around Agentforce adoption cools and competitive threats intensify. With negative confirmation persisting, the outlook remains challenging. 2026-02-26 · mixed_rotational · conv 0.65 — The current state of disagreement indicates potential volatility in the short term, as the narrative around Agentforce adoption is cooling. However, the positive relative return suggests some resilience in price action, which could lead to a mixed performance in the coming months 2026-02-27 · mixed_rotational · conv 0.65 — The next 1-2 months may see continued volatility as the narrative around Agentforce adoption cools, while competitive pressures from agent-native platforms loom. A mixed response from the market suggests potential for both upward and downward movements. 2026-03-02 · bearish_continuation · conv 0.75 — The structural picture suggests continued headwinds as competitive pressures mount and the Agentforce adoption narrative cools. Expect further price resistance in the near term. 2026-03-03 · mixed_rotational · conv 0.65 — The next 1-2 months may see continued price resistance as the narrative around Agentforce adoption remains contentious, impacting growth expectations. However, recent price behavior suggests potential for stabilization amidst competitive pressures. 2026-03-04 · bearish_continuation · conv 0.75 — The structural picture indicates continued bearish pressure as the Agentforce adoption narrative cools, likely leading to further selloff in the near term. The competitive landscape and negative confirmation state suggest limited upside in the coming months. 2026-03-05 · bearish_continuation · conv 0.75 — The outlook is bearish as the negative confirmation state persists, indicating ongoing sell pressure. The Agentforce adoption narrative appears to be cooling, which may hinder future growth prospects. 2026-03-06 · mixed_rotational · conv 0.65 — In the next 1-2 months, CRM may experience volatility as the market assesses the impact of the Agentforce adoption narrative cooling. The mixed signals in the current data suggest potential for both upward and downward price movements. 2026-03-09 · mixed_rotational · conv 0.65 — The current structural state shows disagreement, suggesting potential volatility. The cooling narrative around Agentforce adoption may lead to mixed performance in the near term, influenced by competitive pressures and cross-sell opportunities. 2026-03-10 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued pressure on CRM's stock as the Agentforce adoption narrative cools and competitive pressures mount. Negative confirmation signals indicate a challenging environment ahead. 2026-03-11 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued pressure as the negative confirmation state persists, indicating ongoing challenges with Agentforce adoption and competitive pressures. Market sentiment is expected to remain cautious. 2026-03-12 · bearish_continuation · conv 0.75 — The structural outlook indicates continued bearish pressure over the next couple of months, as the negative confirmation state persists with a cooling narrative around Agentforce adoption. Competitive pressures from agent-native platforms may exacerbate this trend. 2026-03-13 · bearish_continuation · conv 0.75 — The negative confirmation state suggests a continued downward trajectory over the next couple of months. Competitive pressures and a cooling narrative around Agentforce adoption are likely to weigh heavily on CRM's performance. 2026-03-16 · bearish_continuation · conv 0.75 — The structural picture indicates continued negative sentiment, with the Agentforce adoption narrative cooling and competitive pressures mounting. Expect further selloff as the market confirms the bearish trend. 2026-03-17 · bearish_continuation · conv 0.80 — The negative confirmation state suggests continued downward pressure in the next 1-2 months, with the Agentforce narrative likely leading to further selling. Competitive pressures and concerns over monetization will weigh heavily on sentiment. 2026-03-18 · mixed_rotational · conv 0.65 — The next 1-2 months may see volatility as the market grapples with the implications of Agentforce adoption and competitive pressures. A potential shift in sentiment could emerge if CRM can effectively leverage its cross-sell capabilities. 2026-03-19 · bearish_continuation · conv 0.80 — The next 1-2 months are likely to see continued negative sentiment as the Agentforce adoption narrative cools and competitive pressures rise, leading to further selloff confirmations. Expect ongoing challenges in seat economics and cross-selling efforts. 2026-03-20 · inflection_pending · conv 0.65 — The next 1-2 months may see CRM experiencing volatility as it navigates between conflicting narratives surrounding Agentforce adoption and competitive pressures. A cautious approach is warranted as market sentiment stabilizes. 2026-03-23 · bearish_continuation · conv 0.75 — Given the current negative confirmation state and a cooling narrative around Agentforce adoption, CRM is likely to face continued selling pressure in the near term. The competitive landscape and potential cannibalization of seat economics may further exacerbate these challenges. 2026-03-24 · bearish_continuation · conv 0.80 — The structural indicators suggest a continued downward trajectory in the near term, with persistent negative confirmation and competitive pressures impacting sentiment. Expect further selloff as the market digests the implications of Agentforce adoption. 2026-03-25 · bearish_continuation · conv 0.75 — Given the persistent negative confirmation and a cooling narrative around Agentforce adoption, CRM is likely to face continued pressure in the near term. Price performance is expected to remain weak as market sentiment aligns with the negative narrative. 2026-03-26 · bearish_continuation · conv 0.75 — Given the persistent negative confirmation and declining narrative support, CRM is likely to face continued downward pressure over the next couple of months. The agent-native platform competition and monetization concerns may further hinder recovery. 2026-03-27 · bearish_continuation · conv 0.70 — With negative confirmation persisting and a cooling narrative around Agentforce adoption, CRM is likely to continue facing downward pressure in the near term. The competitive landscape and narrative divergence with peers signal potential challenges ahead. 2026-03-30 · bearish_continuation · conv 0.75 — The narrative surrounding Agentforce is weakening, suggesting continued pressure on pricing and investor sentiment in the coming months. Competitive threats from agent-native platforms are likely to exacerbate this trend. 2026-03-31 · mixed_rotational · conv 0.60 — The next 1-2 months may see continued volatility as the market weighs the implications of the Agentforce adoption narrative cooling against recent price resilience. There is potential for stabilization if positive sentiment can be fostered. 2026-04-01 · mixed_rotational · conv 0.65 — With a narrative cooling on Agentforce adoption and ongoing competitive pressures, CRM may face continued price resistance. However, the recent disagreement state suggests potential for stabilization or a rotational shift in sentiment if positive developments arise. 2026-04-02 · bearish_continuation · conv 0.75 — The structural picture indicates ongoing negative momentum, with confirmation of bearish sentiment likely to persist in the coming months. Competitive pressures and narrative cooling are expected to weigh on performance. 2026-04-06 · bearish_continuation · conv 0.75 — With persistent negative confirmation, CRM is likely to experience further downward pressure in the next one to two months. The cooling adoption narrative surrounding Agentforce and competitive pressures suggest challenges ahead. 2026-04-07 · bearish_continuation · conv 0.75 — The path ahead appears challenging as the negative confirmation persists, and competitive pressures are likely to weigh on performance. Expect further downward pressure in the near term as the Agentforce adoption narrative cools. 2026-04-08 · bearish_continuation · conv 0.75 — The outlook remains negative as the narrative around Agentforce adoption cools and competitive pressures mount. Expect continued price weakness as the market grapples with AI-driven disruption in the software sector. 2026-04-09 · bearish_continuation · conv 0.75 — The negative confirmation state indicates ongoing sell pressure, with narrative headwinds from AI competition impacting sentiment. Expect continued challenges in the near term as market dynamics remain unfavorable. 2026-04-10 · bearish_continuation · conv 0.75 — In the next 1-2 months, CRM is likely to face continued selling pressure as the negative narrative around Agentforce adoption and competitive threats persists. Price action remains weak, suggesting further downside risk. 2026-04-13 · bearish_continuation · conv 0.80 — The next 1-2 months are likely to see continued downward pressure as the negative narrative and competitive landscape weigh heavily on CRM's performance. The cooling adoption of Agentforce and margin pressures from AI competition suggest a challenging environment ahead. 2026-04-14 · bearish_continuation · conv 0.80 — The next 1-2 months are likely to see continued downward pressure as the narrative of Agentforce adoption cooling persists, alongside heightened competitive threats. The structural indicators suggest a challenging environment for CRM to regain upward momentum. 2026-04-15 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued downward pressure as the negative narrative around Agentforce adoption persists. Competitive pressures and uncertainties regarding monetization are expected to weigh on performance. 2026-04-16 · bearish_continuation · conv 0.70 — The current structural picture indicates a continued bearish trend, driven by negative confirmation around the Agentforce adoption narrative. Expect further downward pressure as competitive forces intensify. 2026-04-17 · mixed_rotational · conv 0.65 — In the next 1-2 months, CRM may experience volatility as the market reacts to mixed signals regarding Agentforce adoption and competitive pressures. The recent price action indicates a divergence from negative narratives, suggesting potential for recovery. 2026-04-20 · mixed_rotational · conv 0.65 — The near-term outlook suggests continued volatility with potential for both upward and downward movements as the market digests conflicting signals regarding Agentforce adoption and competitive pressures. Expect fluctuations as CRM navigates through this narrative dislocation. 2026-04-21 · mixed_rotational · conv 0.65 — The next 1-2 months may see CRM continue to grapple with a cooling narrative around Agentforce adoption while maintaining a price that rejects negative sentiment. However, competitive pressures could weigh on performance. 2026-04-22 · mixed_rotational · conv 0.65 — In the coming months, CRM may continue to navigate a challenging landscape with competitive pressures from agent-native platforms. The current disagreement state suggests potential for price fluctuations as the market assesses the impact of the cooling Agentforce adoption narrati 2026-04-23 · bearish_continuation · conv 0.75 — The momentum indicates a continued bearish trend with confirmation of negative narratives impacting price. Expectations suggest further declines as competitive pressures mount. 2026-04-24 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued downward pressure due to the negative confirmation state and competitive challenges from agent-native platforms. The narrative around Agentforce adoption appears to be cooling, which could further affect market sentiment. 2026-04-27 · bearish_continuation · conv 0.75 — Given the persistent negative confirmation state and ongoing competitive pressures, CRM is likely to face continued price challenges in the near term. The cooling adoption of the Agentforce narrative suggests further downside risk as market sentiment remains bearish. 2026-04-28 · bearish_continuation · conv 0.80 — The outlook for CRM remains bearish as the negative confirmation state continues to signal a selloff, exacerbated by cooling adoption narratives. Competitive pressures from agent-native platforms are likely to maintain downward pressure on pricing. 2026-04-29 · bearish_continuation · conv 0.75 — The current trajectory suggests continued pressure on CRM's price as the negative confirmation state persists. The cooling narrative around Agentforce adoption and competitive pressures may further weigh on performance in the near term. 2026-04-30 · bearish_continuation · conv 0.75 — The ongoing negative confirmation state suggests continued downward pressure on CRM's performance, particularly as the Agentforce adoption narrative cools. Expect further challenges in maintaining seat economics amid competitive pressures. 2026-05-01 · bearish_continuation · conv 0.75 — With negative confirmation persisting and a significant narrative dislocation, CRM is likely to face continued downward pressure in the next one to two months. The cooling adoption of Agentforce may exacerbate competitive challenges, further impacting market sentiment. 2026-05-04 · bearish_continuation · conv 0.75 — With ongoing negative confirmation in the narrative and a deteriorating narrative dislocation score, CRM is likely to experience continued pressure in the near term. The competitive landscape and adoption challenges could further hinder its growth trajectory. 2026-05-05 · bearish_continuation · conv 0.75 — Given the persistent negative confirmation state and cooling narratives around Agentforce adoption, CRM is likely to face continued selling pressure in the coming months. The competitive landscape and cross-sell struggles will weigh heavily on performance. 2026-05-06 · bearish_continuation · conv 0.75 — The next couple of months are likely to see continued downward pressure on CRM as the negative confirmation state suggests a lack of bullish momentum amidst competitive challenges and narrative dislocation. The cooling adoption of Agentforce is likely to weigh on sentiment. 2026-05-07 · bearish_continuation · conv 0.75 — The structural picture indicates continued negative confirmation, with narrative pressures weighing on price performance. Expect further challenges as competitive pressures from agent-native platforms intensify. 2026-05-08 · bearish_continuation · conv 0.80 — The next 1-2 months are likely to see continued pressure on CRM as the narrative surrounding AI disruption persists, leading to further price declines. The inability to capitalize on Agentforce adoption will weigh heavily on market sentiment. 2026-05-11 · bearish_continuation · conv 0.80 — The next 1-2 months are likely to see continued price pressure as competitive dynamics and a cooling narrative around Agentforce weigh heavily on sentiment. The negative confirmation state suggests a struggle for recovery. 2026-05-12 · bearish_continuation · conv 0.70 — The structural picture indicates continued bearish pressure as the narrative around Agentforce adoption cools. Expect further price challenges in the coming months given the negative confirmation state. 2026-05-13 · bearish_continuation · conv 0.75 — With the narrative around Agentforce adoption cooling and ongoing competitive pressures, CRM is likely to face continued selling pressure in the near term. The negative confirmation state suggests further downside risk over the next month or two. 2026-05-14 · bearish_continuation · conv 0.75 — The next 1-2 months are likely to see continued downward pressure as the negative confirmation state persists and the agentforce adoption narrative fails to drive price uplift. Competitive pressures from agent-native platforms could exacerbate these challenges. 2026-05-15 · bearish_continuation · conv 0.70 — The outlook remains bearish as the narrative surrounding Agentforce adoption is cooling, and negative confirmation persists. Price pressure is likely to continue in the near term as competitive pressures mount. 2026-05-18 · inflection_pending · conv 0.65 — Given the current state of disagreement and the cooling narrative surrounding Agentforce adoption, CRM may experience volatility in the near term. Price resilience against negative narratives suggests potential for a rebound if positive developments emerge. 2026-05-19 · inflection_pending · conv 0.70 — Salesforce's current state of disagreement reflects a complex interplay of factors, with price rejecting the negative narrative. The trajectory shows a consistent negative NDS, indicating that despite a cooling narrative around Agentforce adoption, the price has been resilient. H 2026-05-20 · mixed_rotational · conv 0.60 — CRM's current state of disagreement, where price is rejecting a negative narrative, suggests a potential stabilization or slight upward drift in the near term. The cooling narrative around Agentforce adoption and its unclear impact on seat economics could continue to create volat 2026-05-21 · mixed_rotational · conv 0.60 — CRM's trajectory is currently characterized by a negative narrative that the stock price is rejecting. The cooling of the Agentforce adoption narrative, alongside competitive pressures from agent-native platforms like OpenAI Atlas, is creating a challenging environment. However, 2026-05-24 · mixed_rotational · conv 0.60 — Salesforce's price action is contradicting the negative sentiment surrounding the cooling narrative on Agentforce adoption. The company's recent positive relative return suggests that market participants are focusing on other growth levers, such as the Slack and MuleSoft cross-se 2026-05-25 · mixed_rotational · conv 0.60 — Salesforce's current state of disagreement, with price rejecting a negative narrative, suggests a complex landscape where the market is cautiously optimistic despite concerns. The trajectory shows a consistent negative narrative dislocation score, indicating that the price remain 2026-05-26 · mixed_rotational · conv 0.60 — Salesforce's stock price is currently defying the cooling narrative around Agentforce adoption, as it continues to outperform the broader tape despite negative sentiment. This suggests that investors may be focusing on other growth drivers, such as Slack and MuleSoft cross-sell o 2026-05-28 · bearish_continuation · conv 0.70 — CRM's struggle to effectively monetize its Agentforce platform continues to pressurize its stock, with negative confirmation states persisting and relative returns underperforming the broader tape. The narrative remains strong, as indicated by a positive NDS, yet the stock price 2026-05-29 · bearish_continuation · conv 0.70 — Salesforce's near-term outlook remains challenged as the cooling narrative around Agentforce adoption continues to weigh on investor sentiment. The negative confirmation state and declining relative performance suggest persistent pressure from competitive platforms like OpenAI At 2026-05-31 · bearish_continuation · conv 0.70 — CRM's current trajectory shows a persistent bearish trend, driven by concerns over the Agentforce monetization curve, which appears to be cannibalizing seat economics rather than enhancing them. The stock has consistently underperformed the broader market, with a negative narrati 2026-06-01 · mixed_rotational · conv 0.60 — CRM is currently experiencing a price rejection of its negative narrative, indicating a potential shift as it navigates the complexities of Agentforce monetization. The company's relative outperformance against the broader tape suggests resilience, but the cooling narrative aroun Each bar = one day’s forward expectation. Green = bullish, red = bearish, grey = neutral. Bar height = model conviction at parse time (not a calibrated probability).
2025-11-26 FIRST
bearish cont. 0.75
“With a negative confirmation state and a narrative indicating cooling Agentforce adoption, CRM is likely to face continued selling pressure in the near term. The competitive landscape is intensifying, further challenging growth expectations.”
2026-01-05
bearish cont. 0.75
“The next 1-2 months are likely to see continued pressure on CRM as the negative narrative around Agentforce adoption persists, impacting investor sentiment and performance. Expect further selloff confirmation as competitive pressures mount.”
2026-02-11
bearish cont. 0.80
“With a negative confirmation state and an ongoing cooling narrative around Agentforce adoption, CRM is likely to face continued pressure in the coming months. The competitive landscape and negative trajectory suggest further challenges ahead.”
2026-03-19
bearish cont. 0.80
“The next 1-2 months are likely to see continued negative sentiment as the Agentforce adoption narrative cools and competitive pressures rise, leading to further selloff confirmations. Expect ongoing challenges in seat economics and cross-selling efforts.”
2026-04-27
bearish cont. 0.75
“Given the persistent negative confirmation state and ongoing competitive pressures, CRM is likely to face continued price challenges in the near term. The cooling adoption of the Agentforce narrative suggests further downside risk as market sentiment remains bearish.”
2026-06-01 TODAY
mixed rot. 0.60
“CRM is currently experiencing a price rejection of its negative narrative, indicating a potential shift as it navigates the complexities of Agentforce monetization. The company's relative outperformance against the broader tape suggests resilience, but the cooling narrative aroun”
L3 Expectation Lifecycle Field BUILT V1
Each (actor, theme, direction-sign) is a persistent thesis tracked through typed lifecycle events: born / strengthened / weakened / contradicted / retired.
adds Turns CRM's daily expectation summaries into a memory system. Theses you can follow for weeks, not snapshots that vanish overnight.
today 65 theses tracked over the window; 3 active today, 0 persistent (≥3 daily versions). Lifecycle events: born 65 · strengthened 0 · weakened 0 · contradicted 0 · retired 65.
CRM’s expectation theses 21 theses shown · 65 total
─ Salesforce's AI-driven growth strategy
↓ Salesforce valuation and market dynamics
↓ Salesforce's AI-driven growth strategy
↓ Adobe's AI-driven earnings performance
↓ Salesforce's AI-driven growth potential
↓ Salesforce and Snowflake growth prospects
↓ Salesforce growth prospects and challenges
↓ Salesforce investment outlook and analysis
↓ Oracle's AI and cloud growth challenges
↓ Salesforce stock performance and outlook
↓ Salesforce's AI-driven transformation challenges
─ Salesforce's AI-driven transformation challenges
─ Alphabet's AI Growth and Challenges
↓ Salesforce investment outlook and AI strategy
─ Earnings season insights and stock analysis
↓ AI efficiency breakthroughs and innovations
↓ Earnings season insights and stock analysis
↓ Market highs amid geopolitical tensions
↓ Streaming Industry Challenges and Changes
↓ Alphabet earnings and AI investments
↓ Energy sector growth and challenges
● born▲ strengthened▼ weakened✕ contradicted○ retired
2026-01-05
1 active thesis
2026-02-11
1 active thesis
2026-03-19
2 active theses
2026-04-27
1 active thesis
L4 Performance Field BUILT V1
Slices expectations into regions of (theme × direction) and asks, for each, whether forward returns relative to QQQ moved in the predicted direction. 5d / 10d / 20d horizons. Walk-forward — every observation uses only information available on its date.
adds Closes the loop. Realized outcomes calibrate which regions of the field actually pay.
today System-wide: 65 public regions (73 limited, 343 insufficient) across 2,377 signed observations. All-expectations baseline runs 48% at 5d / 50% at 20d — close to chance overall, with edge concentrated in specific regions. 14 public regions are flagged inverted (corpus hit ≤ 30%); the operating layer reads them as contrarian. CRM appears in 15 public regions and 16 limited, including 2 inverted.
CRM appears in 47 signed regions · showing top 6 by n_obs
theme · direction sample 5d hit 20d hit actors
↓ Earnings season insights and stock analysis
n=46
43% (-4pp)
76% (+27pp)
15
↓ AI efficiency breakthroughs and innovations
n=31
45% (-3pp)
58% (+9pp)
13
↓ Market highs amid geopolitical tensions
n=27
56% (+8pp)
82% (+32pp)
13
↓ Salesforce and Snowflake growth prospects
n=22
77% (+29pp)
95% (+46pp)
5
↓ Alphabet earnings and AI investments
n=20
70% (+22pp)
—
8
↓ Constellation Energy stock performance analysis
n=20
70% (+22pp)
45% (-5pp)
11
Hit rate = share of forward returns that moved in the predicted direction relative to QQQ. Delta vs the all-expectations baseline (48% at 5d, 50% at 20d). Green ≥ +10pp · red ≤ −10pp. Tiers: n ≥ 10 public, n 5–9 limited (shown with caveat), n < 5 insufficient (hit rate suppressed). INV badge: region flagged inverted (corpus hit_5d ≤ 30% on public tier); operating layer reads the contrarian direction (strike-through glyph shows the original L2 read, second glyph shows the effective direction).