Understand visibility
See which approved customer questions were tested and whether the business appeared accurately.
Client outcomes
What clients need from an AI visibility report
Clients do not need every raw response. They need clear answers to five questions:See where competitors win
Identify which competitors were mentioned or recommended when the client was absent.
Inspect source evidence
Review the citations and relevant sources visible alongside the answer.
Connect work to findings
Show what the agency completed during the reporting period.
Prioritize the next cycle
Turn unresolved evidence gaps into owned, defensible next actions.
Branding makes the report recognizable. Defensible analysis makes it valuable. Connect observed outcomes to approved work and state uncertainty honestly.
GEO Catalyst connects prompt tracking, competitor and source evidence, action queues, client reports, white-label settings, exports, and retesting. Current plan-feature sources identify white-label reporting as a Pro feature.
Four-layer reporting model
Report mentions, recommendations, accuracy, and sources separately
Combining every outcome into a single “visibility score” can conceal the real work. Use a score as a summary only when the client can see its components.Mentions
Was the brand named?Count and share across the stable prompt set.
Recommendations
Was the brand actively suggested?Recommendation frequency and representative answer context.
Accuracy
Was the business described correctly?Service, location, and attribute classifications.
Sources
What evidence appeared with the answer?Citations and relevant source observations without overstating causality.
Competitive context
Show who appears when the client does not and how often competitors earn recommendation language.
Action status
Connect every reviewed finding to completed, in-progress, blocked, or next work.
Do not call every mention a recommendation. Do not imply that a visible source caused the answer when the system does not establish causality. Use careful language such as “cited in the response,” “appeared alongside the answer,” or “a relevant source gap to investigate.”
Build the report around a stable measurement frame
Generated answers vary with prompt wording, context, location, provider, mode, and time. A credible report controls what it can:
- preserve an approved core prompt set;
- record the date and answer environment;
- separate service, location, cost, comparison, and reputation prompt families;
- use the same outcome definitions each period;
- identify additions or removals from the prompt set;
- keep representative response evidence; and
- evaluate trends over 90 or more days.
Current source files establish OpenAI prompt runs and Google AI Overview checks through a DataForSEO adapter when configured. Agencies should not label a report “multi-engine” unless the named environments were actually tested.
01Fixed promptsSame buyer questions
→02Fixed modelsComparable surfaces
→03Fixed marketsConsistent locations
→04Set cadenceRepeatable runs
→05Review changesDefensible movement
A client-ready report structure
1. Executive summary
Open with three or four sentences: where the client is strong, where the largest gap remains, what the agency completed, and what it recommends next. Avoid celebratory language based on one volatile response.
2. Scope and methodology
List the prompt count, prompt families, locations, covered answer environments, reporting period, and definitions. Note that generated answers are probabilistic and may differ between runs.
3. Visibility trend
Show mention, recommendation, and accuracy trends across the stable prompt set. If the prompt set changed, label the change so the client does not compare unlike samples.
4. Competitive context
Identify the competitors that appear most often, the prompt families where they lead, and the differentiators or source patterns worth investigating. A competitor chart should lead to a decision, not anxiety.
5. Source and evidence review
Show cited sources where citations are available. Also show high-priority source gaps: missing profile consistency, weak service/location corroboration, thin first-party explanations, limited reviews, or an absent third-party source that repeatedly supports competitors.
6. Work completed
Connect each completed task to the finding that prompted it. For example: “Updated emergency plumbing page to clarify 24-hour service area after five urgency prompts returned incomplete descriptions.” This proves execution without claiming that one page change caused a later answer.
7. Next action queue
End with a short, prioritized list. Give each action a reason, owner, status, and expected review point. The next-action queue is what turns a report into a retainer management tool.
Inspect the deliverableSee a sample report→- Executive summary
- Scope and methodology
- Visibility trend
- Competitive context
- Source evidence
- Work completed
- Next actions
Example monthly report summary
Regional Roofing Company — June 2026 AI visibility summary
The client appeared in 11 of 25 tracked buyer prompts and was recommended in 6. The strongest coverage remained branded and roof-repair questions; storm-damage and financing prompts produced the largest competitor gap. This month the agency clarified service-area content, aligned financing language across two owned pages, and corrected one inconsistent profile. Next month’s priority is to strengthen storm-damage evidence and retest the unchanged prompt set. These outcomes are directional trend measurements, not guaranteed placements.
The generic label protects client confidentiality in demonstrations. Agencies should use real client facts only within authorized reports.
Monthly performanceAI visibility summary
July 2026Visibility score46%+9 pts
Prompts improved7 / 1258%
Sources gained5+3 this month
Strongest gainEmergency-service recommendations improved after proof updates.
Largest gapService-area corroboration remains weaker than MetroVolt.
White-label elements that matter
A useful white-label setup should support:
- agency logo and brand identity;
- agency contact or account owner;
- consistent typography and color treatment;
- client name and reporting period;
- an executive summary in the agency’s voice;
- PDF, export, or share delivery appropriate to the workflow;
- clear methodology and caveats;
- a work log and prioritized next actions; and
- access controls suitable for client information.
Do not remove the underlying methodology in pursuit of a cleaner design. A branded score without definitions is harder to defend in a client meeting.
See the product workflowExplore white-label reporting→Your agencyPrepared forNorthstar Electric
AI Visibility Report
July 2026Connect reporting to local SEO fulfillment
The report becomes commercially useful when findings map to work the agency already understands.
| AI visibility finding | Possible local SEO or GEO action |
|---|---|
| Wrong service or location description | Align owned page facts, profiles, internal links, and visible schema |
| Competitor dominates review-oriented prompts | Analyze review themes and improve the compliant review strategy |
| Third-party directory repeatedly supports competitors | Verify client inclusion, category accuracy, and profile completeness |
| Service question returns no strong local recommendation | Improve the service/location page and strengthen corroborating sources |
| Business is mentioned but rarely recommended | Review differentiation, reputation evidence, and buyer-fit explanations |
| Citation appears but contains outdated facts | Correct the source where possible and align canonical facts elsewhere |
A report should not automatically prescribe content for every gap. Some problems are entity inconsistency, weak third-party evidence, incomplete profiles, reputation context, or unsupported claims.
Use reports across the agency revenue cycle
Prospecting: show a snapshot
A small report can expose one meaningful gap without overwhelming a prospect. Keep it narrow and avoid presenting the sample as a full audit.
Onboarding: deliver the baseline audit
Use the GEO audit template to establish the prompt set, competitor context, source observations, and action queue. The baseline creates the reference point for future reports.
Retainer delivery: report movement and work
Monthly or quarterly reporting should pair trend data with completed actions and the next plan. The GEO retainer pricing guide helps budget the interpretation, account review, presentation, and revision time that reporting requires.
QBR expansion: add one AI visibility section
Agencies can add one AI visibility slide to an existing local SEO review. If the gap produces three to five credible actions, the report becomes a natural bridge to the service described in how to sell GEO services.
Turn reporting into revenueEstimate the retainer scope→01SnapshotOpen the sales conversation
02AuditProve the opportunity
03OnboardSet the baseline
04ReportShow work and movement
05ExpandScope the next priority
06RenewContinue the cycle
Avoid five common reporting failures
- Screenshot dumping: raw answers without a summary or next action create noise.
- Cherry-picking: showing only favorable prompts hides the true baseline.
- Score opacity: a proprietary-looking number without definitions weakens trust.
- False causality: a change after an edit does not prove the edit caused it.
- Guarantee language: no report should promise a fixed mention, citation, ranking, or recommendation.
Also avoid comparing periods when prompt sets, locations, or answer environments changed without a clear note. Consistency is more useful than decorative precision.
Pre-delivery review
A reporting QA checklist
Before delivery, confirm that:Review the evidence, interpretation, branding, client narrative, and exported deliverable before sending.Data Integrity
✓Approved prompt set confirmed
✓Tested environments named
✓Reporting dates and scope visible
Interpretation
✓Mentions and recommendations separated
✓Competitors match the evidence
✓Citations do not imply causality
Branding
✓Client and agency names correct
✓Confidential information handled appropriately
Client Communication
✓Completed work matches the work log
✓Next actions have owners and priorities
✓No unsupported guarantees
Export Quality
✓Exported links and files open correctly
✓Final report is readable at normal size
Frequently asked questions
Frequently Asked Questions
Clear answers about reporting scope, cadence, evidence, and client expectations.What is white-label AI visibility reporting?
White-label AI visibility reporting is an agency-branded way to show a client’s mentions, recommendations, description accuracy, competitor presence, source evidence, completed work, and next actions across a defined prompt set.
What should an AI visibility report include?
It should include scope and methodology, prompt families, mention and recommendation trends, description accuracy, competitor context, citations or source observations, completed work, caveats, and a prioritized action queue.
How often should an agency send a GEO report?
Monthly reporting fits active retainers with recurring work, while quarterly reporting may suit monitoring-only clients or slower implementation cycles. Choose a cadence that allows meaningful work and retesting rather than manufacturing updates.
Does white-label reporting guarantee AI recommendations?
No. A report measures observed outcomes and documents work; it cannot guarantee a ranking, mention, recommendation, citation, or fixed placement. Generated answers vary, so reports should emphasize repeated measurements and longer trend lines.
How is an AI visibility report different from an SEO ranking report?
A ranking report records positions for keywords and URLs. An AI visibility report records whether an entity is mentioned or recommended, how it is described, which competitors appear, what sources are cited or relevant, and what actions follow from those findings.
Is white-label reporting available in GEO Catalyst?
Yes. Current GEO Catalyst plan-feature sources identify white-label reporting as a Pro feature. Product surfaces also include client reports, PDF/export/share workflows, white-label settings, action queues, and retesting; plan details should be rechecked before publication.
Turn the report into a renewable scope
Start with a baseline audit, define the prompt set, and price the recurring interpretation and execution before promising a reporting cadence.
This reporting layer belongs inside the end-to-end workflow described in GEO for local SEO agencies.
Northstar ElectricMonthly executive summary
Visibility improved after priority service proof and source gaps were addressed.