AI search visibility by team
Choose work your team can approve and use.
In our September 2026 record, 46 of 286 checked software vendors were never named in 2,095 valid answers: 16.1%, with a 95% Wilson interval of 12.3% to 20.8%. That observation identifies a question to investigate, not the work every company should buy.
B2B software teams
Start with a buyer question that matters to a real purchase: product fit, a comparison, a requirement or a supported integration. Check what the answer says against current product documentation. Product and legal reviewers should approve claims within their remit before a page goes live.
Agree the source facts and a useful destination for the buyer. The delivery record should show what changed, who approved it and where it can be read. Keep an answer's naming and citations separate from sales evidence.
Operations leaders
Name the owner, approver, destination and deadline before work starts. Decide whether your team wants a live change or a handoff it will publish. Record access dependencies and what happens when a required fact or approval is missing.
At delivery, check the page and its source record. If ongoing maintenance is in scope, agree who responds when a price, product or policy changes and how that response is recorded. Your team should be able to export the work and understand its limits without the supplier present.
Mid-sized companies
Give finance a defined unit of work and a fixed price. Give the reviewers a short set of claims to approve. Start with a bounded question when your team still needs to learn which page or source is responsible for a problem.
For a larger engagement, distinguish new pages, maintenance and measurement in the scope. Agree the monthly output, the test used to judge progress, the notice period and the export. A visibility count alone does not establish a commercial return.
One decision, three ways to begin
Read the free public record if you need context. Choose Answer Repair at $490 once if you need one completed page or fix for one agreed question. An agency preparing a client review can choose the Agency Deadline Audit at $490 per client report, with findings and one paste-ready change.
Read the dated Shortlist Gap study and its base. Read our measurement method. Read all scopes, prices and terms.
Choose one buyer question to repair.
We agree the buyer question, source facts, approver and Live or Handoff choice before Ready.
One source-backed page or fix. Live or Handoff, chosen before payment. Due 48 elapsed hours after recorded Ready.
If we miss the deliverable or deadline, we initiate a full $490 refund within five business days. You keep the work. You may also request a full refund within 30 days of delivery.
No inclusion, ranking, revenue or commercial result is guaranteed.
Free 10-question check (one engine)One buyer question. One completed repair.
We build one source-backed page or fix for $490. Choose Live or Handoff before payment. 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. The deadline is 48 elapsed hours after recorded Ready.
If we miss the deliverable or deadline, we initiate a full $490 refund within five business days. You keep the work. You may also request a full refund within 30 days of delivery.
Fix one answer, $490