Salesforce's Trust Gap Shows Up Twice

Salesforce Ben published two pieces on July 17 that read like separate stories and are not. One reports that the CIOs behind KeyBanc's customer checks do not want to pay for Agentforce and plan to shrink their Salesforce budgets. The other asks whether Salesforce events are dying and finds attendance actually rising while the community's mood sinks. Same pattern, twice in one day: the official metrics say things are fine, and the people closest to the platform say otherwise.

Customers Still Are Not Sold on Agentforce

Thomas Morgan's piece, "Why Salesforce Customers 'Still Aren't Sold on Agentforce'", digs into the survey data behind the KeyBanc downgrade from our July 9 coverage. The downgrade itself is old news. The detail underneath it is not, and it is worse than the headline.

Start with pricing. KeyBanc's CIO survey found Salesforce pushing aggressive price increases into a customer base that is mostly not willing to pay for AI capabilities through their CRM provider at all. Read that twice. The objection is not "Agentforce costs too much". It is "we do not want to buy AI from our CRM vendor, period". And the budget signal has flipped: more CIOs in the survey expect to deprioritize Salesforce in their IT budget over the next 12 months than expect to move it up. When the direction of travel in a CIO survey inverts, renewal conversations get harder a quarter or two later. That is the mechanism KeyBanc was pricing in.

Dion Hinchcliffe, CIO practice lead at The Futurum Group, gave the piece its sharpest line: "CIOs have become highly sensitive to unpredictable consumption pricing after a decade of cloud cost overruns." Agentforce is consumption-priced. One sentence, whole problem.

Morgan identifies two root causes, and neither is fixable with a keynote. The first is data readiness. AI agents need clean, structured, connected data, and many enterprises are still sitting on fragmented CRM records and disconnected systems. An agent reasoning over a messy org produces confident nonsense, and CIOs have seen enough demos to know it. The second is product maturity. Conversations with Salesforce partners and customers found that most Agentforce deployments remain proof-of-concept projects rather than enterprise-wide rollouts. Nearly two years after launch, the flagship product is still mostly in pilot. CIO.com's coverage of the same KeyBanc checks lands on the same conclusion: the traction question is about production scale, not interest.

Salesforce's on-record response, given through a spokesperson to The Register, is a superlative: "Agentforce is the fastest-growing product in Salesforce history, with customers like Engine, Falabella, and AAA going live in weeks, not months." Marc Benioff went further, dismissing the KeyBanc report as a "bad call" and adding: "People think we have our back against the wall when, in fact, the opportunity has never been greater." Both statements can sit comfortably next to the survey. Fastest-growing says nothing about willingness to renew at higher prices, and a CEO's confidence is a posture, not a data point. Nothing in the pushback disputes the actual survey findings.

The Quiet Hedge: Headless 360

Watch what Salesforce is building, though, not what it is saying. At TrailblazerDX in April 2026, the company launched Headless 360, an architecture that lets customers reach their Salesforce data and actions from whatever AI assistant they already use: Claude, ChatGPT, Cursor, WhatsApp, even a terminal. No Agentforce UI required, no browser required. Since launch it has processed 4.5 million MCP calls and nearly a trillion API calls. The most telling adoption stat comes from Anthropic itself, whose Salesforce usage grew fivefold in a single quarter once its employees started reaching Salesforce through Claude and Slack instead of logging into the CRM directly.

The pricing detail matters more here than the plumbing. Agentforce is consumption-priced, the exact model Hinchcliffe says CIOs have learned to distrust. Claude on the same platform is seat-based through Team and Enterprise plans. Salesforce now has a genuinely different pricing model sitting right next to Agentforce, and customers can pick the one their finance team can predict.

Here is the read: Headless 360 is a hedge against exactly the objection KeyBanc's survey surfaced. If customers do not trust Agentforce's economics, Salesforce can let them keep the AI assistant they already pay for and already trust, while it still owns the data and governance layer underneath. That is a real strategic adjustment, not spin, and it is a smarter position than forcing everyone through the Agentforce front door. What it does not do is answer the pricing-transparency complaint. Salesforce has not published how usage-based pricing for production MCP tool calls and Agentforce completions will actually work at enterprise scale; more clarity is expected in the Summer '26 release cycle. Until that lands, the CIOs in the survey have no number to budget against, and CIOs do not buy what they cannot budget. The hedge is real. The invoice is still a mystery.

Are Salesforce Events Dying? Wrong Question

Sasha Semjonova's companion piece asks whether Salesforce events are dying off, and the honest answer from her own numbers is no. Dreamforce 2019 drew more than 171,000 registered attendees, the pre-pandemic peak. Dreamforce 2023 drew about 40,000. Dreamforce 2024 drew about 45,000. Dreamforce 2025 drew more than 50,000. TrailblazerDX pulls roughly 5,000 to 10,000 a year. The trend line since 2023 points up. It has never come close to the 2019 peak again, but "recovering" and "dying" are different words, and the piece is honest enough to say so.

The attendance numbers turn out to be the least interesting part of the piece. What Semjonova actually documents is a sentiment problem that badge scans cannot see.

Start inside Salesforce's own rooms. At recent True to the Core sessions, the community Q&A where product leadership takes unscripted questions, attendees pushed back on the platform's Agentforce-first messaging. The short version of the pushback: Agentforce isn't everything. That is practitioners telling the vendor, to its face, that the keynote does not match their day job. Note who is saying it. These are the people who chose to spend money attending a Salesforce event, which makes them the most invested audience the company has.

Then there is the Benioff backstory, which deserves reporting rather than editorializing. Earlier in 2026, Benioff publicly supported deploying National Guard troops in San Francisco over public-safety concerns. Separate reporting said he offered to help federal immigration enforcement rapidly hire agents using Salesforce AI tools, and that he joked about ICE agents being on-site at an employee gathering in Las Vegas. The fallout was concrete and documented. Ron Conway, a longtime Salesforce Foundation board member, resigned, writing that his values were "no longer aligned" with Benioff's and that he was "shocked and disappointed" by the National Guard comments. Benioff later said he no longer believed the National Guard was needed and apologized, saying the original comment came from "an abundance of caution". Whatever your politics, a Foundation board resignation over the CEO's public statements is the kind of event that cools a community, and Salesforce spent two decades branding this particular community around values and trust.

Money pressure shows up in the details too. Activist investors, Third Point, ValueAct, and Starboard Value among them, have been pushing Salesforce toward cost efficiency, and the cuts have visibly reached the community-facing budget. The golden hoodie giveaway is discontinued. Community speaker slots have shrunk. TrailblazerDX London was scaled back. Each item is small. Together they read as a signal about where the community ranks in the spreadsheet.

The MVP quotes carry the mood better than any metric. Emma Keeling: "I attended in 2025, and honestly, if it wasn't for hanging out with amazing humans, it was a total fail." Tom Bassett, on TDX: "TDX has not returned this year... whether that represents broader scaling back is harder to judge." Geoffrey Bessereau: "Salesforce has spent years telling us about Trust... they should mean something." And Semjonova's own framing: "Community sentiments have changed... events do not necessarily feel community-driven anymore."

So the numbers say events are fine, and the room says otherwise. That gap between metric and mood is the actual story, and it rhymes with the Agentforce story above. KeyBanc's surveyed CIOs and Semjonova's MVPs are describing the same phenomenon from different seats: Salesforce's official narrative and its practitioner base are reading the same platform differently. The official numbers, fastest-growing product and rising attendance alike, measure activity. The objections are about trust, and activity metrics have never been able to measure that. A company can win every quarter on the first axis while quietly losing the second, and the second is the one that decides renewals three years out.

What to Do Next

If you own a Salesforce budget, treat the KeyBanc findings as permission to ask what your peers are clearly already asking. Get your account team to put Agentforce consumption pricing in writing for your actual projected volumes, and if they cannot, ask what Headless 360 access through an assistant you already license would cost instead; seat-based Claude next to consumption-based Agentforce is a real choice now, so make them price both. Watch the Summer '26 release cycle for the usage-based pricing detail on production MCP tool calls, because that number decides whether the hedge works in your favor. And clean up your data first regardless of which route you pick, since an agent over fragmented records fails on either pricing model. If you run community programs or plan event budgets, book against the assumption that attendance keeps recovering but goodwill no longer comes bundled with the badge scan. Read the True to the Core pushback and the MVP quotes as your early-warning system, because the vendor's dashboards will not tell you when your practitioners have checked out. The room will.

About the Author

Dipojjal Chakrabarti is a B2C Solution Architect with 29 Salesforce certifications and over 13 years in the Salesforce ecosystem. He runs salesforcedictionary.com to help admins, developers, architects, and cert/interview candidates sharpen their fundamentals. More about Dipojjal.