MODEL-BY-MODEL SIGNALS
AI search intelligence
See how AI sees
your content.
Measure whether your content is accessible, structured, attributable, and ready to cite—then compare its signals across ten major AI model families.
Built-in analysis. Independent recommendations. Transparent estimates.
No API keys · No model accounts · No technical setup
MODEL FAMILIES10
EVIDENCE LAYERS03 measured · built-in · modelled
FROM CONTENT TO EVIDENCE
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.
01TRACE
Know what is retrievable.
See the claims, headings, dates, source links, metadata, and crawler signals that IndexHalo can observe directly.
02VERIFY
DIRECT CRAWLMEASUREDSIGNAL POOLBUILT INMODEL PROFILESESTIMATED
Know what the score means.
Every finding is labelled by evidence type, so your team can defend the decisions it makes.
03IMPROVE
PRIORITY MATRIX01
Act on the next best move.
Recommendations are ordered by impact and effort so teams know what to improve first—without invented uplift claims.
MODEL COVERAGE
One report.
Three ecosystems.
Coverage follows how AI is distributed—from global assistants to specialised APIs and regional model families.
Reach figures are product-planning estimates and are labelled as such in the report.TIER 01
Billion-user scale
Ubiquitous ecosystem integration
Meta AIOpenAIGoogle Gemini
EST. REACH~950M–1.2B
TIER 02
Enterprise + specialist
High-value professional ecosystems
Microsoft CopilotClaudeGrok
EST. REACH~220M–420M
TIER 03
Developer + emerging
API, open-weight, and regional scale
DeepSeekQwenKimiMistral
EST. REACH~25M–100M
A REPORT YOU CAN DEFEND
From raw content
to usable evidence.
IndexHalo follows a staged evidence process. It observes what is publicly available, maps citation-relevant signals, compares those signals across model profiles, and turns gaps into a ranked action plan.
Directly observedBuilt-in analysisClearly estimated
01 ACCESS02 AUTHORITY03 SPECIFICITY04 STRUCTURE05 FRESHNESS06 TRANSPARENCY
INGEST
INPUTAccept the material safely.
A public URL, pasted draft, or supported document is normalised into readable content. Public URL checks reject private-network targets and oversized sources.
MAP
MEASUREDBuild an evidence map.
IndexHalo identifies headings, quantitative claims, dates, authorship, canonical metadata, structured data, links, and public crawler guidance.
POOL
MEASUREDGroup the signals.
The observed findings are organised into six understandable categories: retrievability, authority, specificity, structure, freshness, and transparency.
COMPARE
MODELLEDRead the signals through ten profiles.
The same evidence is compared across ten model-family profiles. These are disclosed estimates based on the content signals—not access to any vendor’s private ranking system.
CROSS-REFERENCE
BUILT INCheck the evidence against likely citation needs.
IndexHalo cross-references source links, authorship, dates, structure, crawler access, and claim specificity to expose the gaps most likely to weaken retrieval or citation readiness.
PRIORITISE
ACTIONABLETurn gaps into the next actions.
Missing or weak signals become recommendations labelled by expected impact and implementation effort, with the strongest action shown first.
WHAT THE REPORT CAN SAY
What IndexHalo directly found, where citation-readiness gaps exist, and how the same evidence compares across disclosed model profiles.
WHAT IT WILL NOT CLAIM
Test your content →Private model-training data, guaranteed citations, secret ranking factors, or live vendor results that IndexHalo did not independently observe.
SEE THE DELIVERABLE
A report built
for decisions.
This demonstration uses a fictional research article so you can explore the exact shape of an IndexHalo report without mistaking sample figures for a real audit.
DEMONSTRATION DATA · NOT A LIVE RESULTSOURCE2026 B2B AI Visibility Benchmark
Fictional research article · 1,840 words
EVIDENCE READINESS68/100STRONG FOUNDATION
Six quantitative claims are retrievable
The sample article contains figures with named timeframes and units that can be isolated from the surrounding copy.
Clear heading structure supports retrieval
One primary heading and seven descriptive subheadings divide the article into answer-sized sections.
Primary evidence is under-linked
Only one external source is positioned beside a major claim, weakening independent verification.
Your report uses your content and its observable evidence. The example above is only a guided preview.
Generate my free report →CLEAR SIGNAL. NO SURPRISES.
Start with evidence.
Scale when it matters.
SIGNAL
Free report
A useful first read on any piece of content.
€0no card required
- Evidence-based visibility score
- 4 comparative model summaries
- Top 3 retrievable elements
- 1 high-impact recommendation
PROFESSIONAL
IndexHalo Pro
For teams making content and market decisions.
€79per month · cancel through Stripe
- Full 10-profile comparative estimates
- Complete evidence and source map
- Passage and claim extraction
- Source-gap and crawler analysis
- Prioritised GEO action plan
- JSON and printable exports
YOUR CONTENT IS ALREADY TALKING
Find out what
AI is hearing.
Run your free report →No card · Built-in analysis · Original uploads are not retained