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IndexHalo joins measured page evidence with authorized answer observations, then traces citations and coverage into page-level GEO/AEO fixes you can verify.
IndexHalo for Mac is availableSigned and notarized · Apple silicon · See screenshots and download→
Every answer metric keeps its observed question, source, timestamp, and coverage denominator.
Prepaid or customer-supplied observations only · Unavailable evidence stays unavailable · No technical setup
Authorized answers. One evidence hub.
IndexHalo compares the same declared buyer questions across customer-supplied or prepaid answer observations and retains exactly what was returned—not a fabricated ranking proxy.
Different model outputs become one comparable evidence record.
Those answers flow into a single evidence hub. For every page, IndexHalo works out where you rank in the answer, the evidence and reasoning behind that position, and the result you are getting today — then writes the improvement narrative: the specific HTML, structured data, copy, text and image changes to make, page by page, and the immediate additions or alterations that move you from mentioned to cited. Every number traces back to a real answer; every recommendation is a change you can paste in.
One Intelligence Hub.
Every answer, measured.
The same retained observations, turned into dashboards you act on—where you stand by answer experience and the exact page changes to make.
Evidence → rank → action
Presence, source by source
- Clarify primary claim
- Add cited evidence
- Publish schema update
Page-specific changes, ranked
A lit dot means retained evidence exists for that experience. Hosted observations check the prepaid credit balance before execution.
Understand. Analyze.
Take action.
The full-stack platform for AI search visibility — every number traced to an archived run you can re-verify.
Monitor
Track the buyer questions that matter across authorized answer experiences—presence, share of voice, sentiment, and citations, observation over observation.
PRESENCE METRICS · RETAINED EVIDENCEResearch
Discover the questions buyers actually ask AI engines — fanned out with intent and journey stage, in 16 languages — before you write a word.
PROMPT RESEARCH · QUERY FAN-OUTOptimize
Turn gaps into shipped fixes: implementation briefs, Citation Studio pages, and rebuttal kits — then experiments that test whether the fix moved the metric.
BRIEFS · STUDIO · EXPERIMENTSReport
White-label reports, signed webhooks, CSV/JSON exports, and a Looker Studio feed your team and clients actually read.
REPORTS · EXPORTS · LOOKER · MCP120 measurement engines.
One Intelligence Hub.
IndexHalo runs a deep bench of specialised engines — each one traces every number back to an archived run you can re-verify. The count above is read live from the engine registry, never typed by hand.
Discover & prioritise
- Observed Answer ComparisonRetained responses · multi-engine · timestamped
- Query Demand RadarOpportunity = (1−presence) × intent × volume
- Competitive GapThe queries to steal next
- Query MomentumRising / falling · projected
- Opportunity ScoringPipeline · prioritised
Competitive & sales
- Competitor MomentumThreat index · projected
- Brand AuthorityTrust score · four signals
- Win/Loss IntelligenceHead-to-head · displacement
- Sales Battle CardRep-ready · one competitor
- Account-Based GEOProactive targeting · scored
- Sales EnablementAI brief · talking points
Forecast & durability
- Visibility Forecast30/60/90-day · momentum
- Decay Forecast30/60/90-day · confidence bands
- Citation LifetimeKaplan-Meier · time-to-loss
- Crawl-to-Citation LatencyPublish → first citation
- Citation RiskChurn prediction · register
Stability & signal
- Retrieval DriftAnswer stability over time
- Anomaly DetectionRobust z-score · level shifts
- Trend DecompositionTrend · seasonality · residual
- Citation GraphSource attribution heatmap
Answer analysis
- Answer AnatomyPlacement · synthesis · decision rate
- Answer Quality JudgeRubric · completeness · specificity
- SERP Feature ObservationsPAA · featured snippets · AI Overviews
- Voice & Conversational AEOVoice readiness score
Risk, ops & data
- Compliance RiskRegulatory exposure · remediation
- PR War RoomCrisis monitoring · enterprise
- Executive BriefingAuto-narrative · print-ready
- Scenario PlannerWhat-if · ROI
- Alert RulesAbove / below / changes-by
- Industry Packs10 industries · 25 prompts each
- Data Connectors24 sources · webhook ingest
Buyers get answers from AI engines before they ever reach your site. If the engines don't cite you, you don't exist in that conversation.
Traffic dashboards show the click. They don't show the answer that replaced it. IndexHalo measures the answer layer directly — who the engines recommend, what they cite, and what changed.
AI visibility has signals.
Make them useful.
IndexHalo turns observable content and crawl signals into decisions your team can act on—while clearly separating direct findings, optional live checks, and comparative estimates.
Know what is retrievable.
See the claims, headings, dates, source links, metadata, and crawler signals that IndexHalo can observe directly.
Know what the score means.
Every finding is labelled by evidence type, so your team can defend the decisions it makes.
Act on the next best move.
Recommendations are ordered by impact and effort so teams know what to improve first—without invented uplift claims.
Prompt research,
not keyword guesswork.
The questions buyers ask AI engines — fanned out from a seed topic, classified by intent and journey stage, in 16 languages — before you write a word. Add the strongest to a prompt set and measure who wins them.
Research your topic →Sample below is illustrative — your AI Intelligence Hub fans out your actual topics.
| Buyer question | Intent | Journey | Language |
|---|---|---|---|
| What is the best GEO monitoring platform for a small team? | Comparative | Consideration | EN |
| How do I track brand mentions in chat-assistant answers? | How-to | Awareness | EN |
| IndexHalo vs traditional SEO rank trackers | Vs / alternative | Decision | EN |
| ¿Cómo medir la visibilidad de mi marca en respuestas de IA? | How-to | Awareness | ES |
| What does AI search visibility tracking cost? | Transactional | Decision | EN |
| Wie zitieren KI-Suchantworten Quellen auf Unternehmensseiten? | Informational | Awareness | DE |
Which domains the engines
trust enough to cite.
Yours and your competitors' cited domains, tracked run over run — with persistence half-lives, so you see a citation decay before it costs you the answer.
See the report interface →Data behind this chart (illustrative)
| Week | yourdomain.com | competitor-a.com | competitor-b.com |
|---|---|---|---|
| W1 | 18% | 26% | 9% |
| W2 | 21% | 25% | 11% |
| W3 | 25% | 26% | 10% |
| W4 | 26% | 23% | 13% |
| W5 | 30% | 24% | 12% |
| W6 | 32% | 22% | 14% |
| W7 | 35% | 22% | 13% |
| W8 | 37% | 21% | 14% |
One report.
Three answer experiences.
Coverage is reported by the kind of answer experience observed, with the exact question, locale, capture time and denominator retained.
Unavailable observations stay unavailable; they never become zero-valued evidence.Chat assistants
Conversational answers in a declared session and locale
AI search
Search-grounded answers with returned sources retained
Browser or voice answers
Customer-authorized answer surfaces where available
Monitoring targets and technical integrations — not endorsements.
From raw content
to usable evidence.
IndexHalo follows a staged evidence process. It observes what is publicly available, maps citation-relevant signals, compares customer-supplied or prepaid authorized answers within the declared scope, and turns archived evidence into a ranked action and investment plan.
Inspect the system.
Bring your own evidence.
The preview shows how IndexHalo organises prompts, answer evidence, page analysis and implementation actions. It contains no customer data, no archived answers and no invented performance results.
DEMONSTRATION ONLY · NO ANALYSIS RUN · NO CUSTOMER DATAThe production report carries the exact source supplied by the account that starts the analysis.
Use the generated set, provide your own, or combine both; IndexHalo retains the exact questions used for every observation.
Only archived answers with retained source and capture scope enter observed metrics.
Visibility, ranking, reasons and recommended fixes remain unavailable until a production run completes.
Explore the evidence flow, empty answer matrix, page-fix structure and delivery gate without mistaking a mock result for customer proof.
Don't take the copy's word for it.
Inspect the engine.
Every claim on this page resolves to the published method, the clearly labelled report interface, or a production run you start on your own input.
Nine steps, disclosed.
How a page becomes an evidence-readiness score — every signal, weight, and evidence class, in the open.
Read the method → REPORT INTERFACESee the structure, without fake proof.
An illustrative, no-customer-data preview of the evidence flow and production report gate.
Open the preview → YOUR OWN EVIDENCERun the free check.
The same engine on your URL or draft. No card, no API key, originals never retained.
Start free →We built IndexHalo because the answer layer became the first touchpoint — and nobody was measuring it honestly. Every number this engine shows you traces back to an archived run you can re-verify yourself. That's the whole product.
Teams that take
AI search seriously.
Start with the free report.
Consultants and founders running a first evidence-readiness check — one page, six signals, three findings, no card.
Run a free report →Monitor the prompts that pay.
Marketing and SEO teams tracking buyer questions across engines — presence, sentiment, citations, and the Brand Visibility Index trend.
See credit bundles →Every client, one engine.
Multi-brand management, client reports, exports, and buyer-query observations without a recurring platform fee.
Buy as you go →Start with evidence.
Scale when it matters.
Prepay only for the buyer-query observations you use. Every observation keeps its archived evidence; Google Organic deducts one credit and Google AI Mode deducts two after successful processing.
Free report
A deterministic first assessment of one page, draft, or document.
- Evidence-readiness score with six measured content signals
- Input-specific question preview
- No tracked answer observations included
- Exact top three evidence findings
- One prioritised first fix
100 observation credits
A compact bundle for testing a new brand or query set.
- 100 tracked buyer-query observations
- Archived answer and source evidence
- Visibility history and exports
- Credits remain until used
1,000 observation credits
For ongoing brand monitoring across your important buyer queries.
- 1,000 tracked buyer-query observations
- Archived answer and source evidence
- Visibility history and exports
- Credits remain until used
Is this a subscription?+
No. Each checkout is a one-time purchase of prepaid credits. There is no renewal and nothing to cancel.
What uses a credit?+
A successfully completed Google Organic observation uses one credit; Google AI Mode uses two. Failed infrastructure calls do not consume credits.
What is manual observation?+
You paste an answer you have already seen in any supported answer experience, and the full measurement pipeline applies without initiating a billable observation. No answer-service account or API key is needed for the paste workflow.
Make AI visibility
operational.
Practical guides written for teams that need defensible evidence, implementation detail, and a clear boundary between observation and estimate.
What is generative engine optimisation?
A working definition, the six controllable signal groups, and a 30-day implementation plan.
Read the guide →How AI search engines choose and cite sources
Follow the observable path from discovery and retrieval to comparison and citation.
Read the guide →The practical GEO audit checklist
Thirty testable signals covering access, evidence, structure, metadata, and monitoring.
Read the checklist →Before you trust
the score.
Understand exactly what IndexHalo measures, what it estimates, what a live citation test proves, and what no independent platform can honestly claim.
Read the complete FAQ →Who pays for billable answer observations?+
You prepay IndexHalo observation credits. Completed Google Organic scans use one credit and Google AI Mode scans use two; Stripe handles the one-time payment and no subscription is created.
Can it analyse and monitor a whole website?+
Yes. Signed-in accounts can crawl site-wide, compare snapshots, and track page and citation changes. Live buyer-query observations consume prepaid credits.
Can it prove that an LLM trained on a page?+
No independent tool can prove undisclosed training inclusion. IndexHalo reports public crawl evidence and timestamped citations without disguising estimates as private vendor facts.
Do credits expire or renew?+
No. Credits stay in your IndexHalo balance until used, and top-ups never renew automatically.
Find out what
AI is hearing.
Run your free report →No card · Built-in analysis · Original uploads are not retained