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Case Study

How a B2B SaaS Team Caught AI Misinformation and Saved a Quarter's Worth of Pipeline

A mid-market B2B SaaS company (80 employees, competitive CRM/integration space) discovered that ChatGPT was telling potential buyers they didn't support Salesforce — their #1 integration. Here's how they found it, fixed it, and what happened next.

The Problem

The team noticed a drop in demo requests from buyers who mentioned AI research in their initial conversations. When they manually tested ChatGPT with the prompt "Does [Product] integrate with Salesforce?", the answer came back:

"[Product] does not currently offer native Salesforce integration. You may want to consider [Competitor] which provides a full Salesforce connector out of the box."

This was completely false. They had shipped Salesforce integration 18 months earlier, with hundreds of active users. But ChatGPT's training data hadn't picked it up — and buyers were getting turned away before ever visiting the website.

The Discovery with Perciva

After setting up Perciva, the team configured monitoring for their brand, three competitors, and selected the Integrations and Pricing Comparison prompt packs.

Within the first scan cycle, Perciva flagged three critical issues:

  1. 1 Hallucinated integration claim — ChatGPT and Perplexity both stated no Salesforce support.
  2. 2 Competitor displacement — On 4 out of 6 comparison prompts, a competitor was being recommended instead.
  3. 3 Citation loss — Their integration docs page had stopped being cited by AI engines after a URL restructure.

Each flag included an action hint — the specific page to update and what content to add.

The Fix

Following Perciva's action hints, the team made three targeted changes in one week:

  • Updated their integrations page with explicit Salesforce documentation, API details, and a customer count ("500+ companies use our Salesforce integration").
  • Published a Salesforce case study with specific metrics: "Reduced data sync time by 73%" — giving AI engines a citable proof point.
  • Fixed broken URL redirects from the old integration docs path, recovering AI citation sources.

The Results

3 weeks

Until AI answers corrected

4 → 1

Competitor displacement prompts remaining

+22%

Demo requests from AI-sourced leads

Within 3 weeks, ChatGPT and Perplexity both updated their Salesforce integration claims. The competitor displacement dropped from 4 prompts to 1. And AI-sourced demo requests — buyers who mentioned ChatGPT or Perplexity in their research — increased 22% in the following quarter.

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