Who can check what AI tells your buyers?
In our September 2026 study, 46 of 286 checked vendors were never named in 2,095 valid answers: 16.1%, with a 95% Wilson interval of 12.3% to 20.8%. Read the dated evidence.
Start with the decision you need to make. A measurement records what an engine said. A repair completes a page or fix. Ongoing publishing is a separate scope.
Ask to inspect the answer.
A finding should lead to the question, complete answer, capture date and cited sources. Check the valid base and every exclusion. Naming, own-domain citation and accuracy answer different questions. A single answer does not describe every account or future refresh.
Agree the work before payment.
For a repair, name the buyer question, page scope, sufficient source facts and approver. Choose Live or Handoff. We confirm Ready within 60 minutes during business hours. If anything is missing, a member of our team contacts you directly and finishes it with you. For an agency Audit, agree ten buyer questions before any capture and record scope confirmation.
Keep the record.
Ask for the approved-fact record, the change, receipt, access and exports. Keep shipped work separate from engine answers, referred visits and client-verified opportunities. A crawler visit is not a citation, and a citation is not a lead.
Choose the work you need.
For software companies
Answer Repair
$490One buyer question. One source-backed page or fix.
Live or Handoff, chosen before payment. Due 48 elapsed hours after Ready. Full refund on request within 30 days of delivery.
For agencies, white label
Agency Deadline Audit
$490One client report and a paste-ready change.
Ten agreed buyer questions, 150 planned answers and three prioritized fixes. Findings within 48 hours of recorded scope confirmation. Refundable in full within 30 days of delivery.
Fix Sprint
$3,900$3,410 after the $490 entry is credited, once
Six contracted pages or rewrites over 30 days, including any credited entry page. We agree one primary test before payment: naming, own-domain citation or buyer-task completion. We measure it again at day 30.
Includes ChatGPT Business Hub readiness parts 1 to 4. What readiness covers
Measured gain on the agreed test, or the full $3,900 back. You keep the work.
Care
$490 a monthOnly after setup
Integrity monitoring for up to 150 already-approved existing pages and two human hours a month. No new pages.
Includes ChatGPT Business Hub readiness parts 1 to 6, with the claim on the first day OpenAI opens the tool to you. What readiness covers
Each month we work the outside pages the five engines cite for your category: corrections, listings, profile claims and quotes offered to editors, each reported with its receipt.
The five engines are ChatGPT, Claude, Perplexity, Google AI Overviews and Google AI Mode.
An explicit purchase is required. There is no automatic enrollment.
Program
$5,500 a monthMonthly work, owned by you
Twelve pages or rewrites and 8 channel posts a month across Substack, WordPress, Medium, LinkedIn, YouTube and directories. A quarterly research study is written by our researchers. Up to 150 pages under management.
Includes ChatGPT Business Hub readiness parts 1 to 6, with the claim on the first day OpenAI opens the tool to you. What readiness covers
Each month we work the outside pages the five engines cite for your category: corrections, listings, profile claims and quotes offered to editors, each reported with its receipt.
The five engines are ChatGPT, Claude, Perplexity, Google AI Overviews and Google AI Mode.
You own the domain, content and exports. Day 7 brings the first approved page batch; day 30 includes the source-change log, buyer-path checks and separate measurement report.
150-page build
$6,000 plus $250 a pageIn batches of 25
Starts only after a 5-page paid trial. Each page must answer a distinct buyer need with real evidence.
If the facts support fewer useful pages, we build fewer. We agree the trial and batch scope before payment.
These scopes are agreed by conversation before payment. The 48-hour entry clock applies to Answer Repair and Agency Deadline Audit. Read the versioned terms for the work you choose.
Inspect the evidence and terms.
Orders placed before 26 October 2026 keep the terms shown at purchase.