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
YOUR INDEXHALO WORKSPACE
Reports, monitoring,
and change history.
Sign in to keep reports together. Professional accounts can crawl entire websites, schedule recurring checks, compare snapshots, and track live citation observations where configured.
Your workspace will appear here.
Report history, monitored websites, last crawl, next scheduled run, score movement, and citation changes are shown in one place.
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
DISCOVER
INPUTMap the website safely.
IndexHalo reads declared sitemaps, follows same-domain links, respects crawler rules, rejects private-network targets, and records every analysed, blocked, redirected, or failed page.
EXTRACT
MEASUREDBuild a page-level evidence inventory.
Each page is checked for headings, claims, dates, authorship, canonical metadata, structured data, source links, and crawler access. Scanned PDFs and supported images pass through OCR.
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.
OBSERVE
VERIFIEDRun repeatable citation checks.
When IndexHalo’s server-side provider connections are available, it stores the exact query, timestamp, returned citations, target position, and competing domains. Customers never supply API keys.
PRIORITISE
ACTIONABLETurn gaps into assigned actions.
Every recommendation states the affected pages, owner, current condition, target condition, effort, expected signal impact, and the recrawl test used to verify completion.
MONITOR
SCHEDULEDRe-run and compare over time.
Daily, weekly, or monthly snapshots record score movement, new and removed pages, changed evidence, crawl failures, and citation gains or losses.
WHAT THE REPORT CAN PROVE
What IndexHalo fetched, extracted, measured, and observed in timestamped provider responses—including the exact citation links returned in those checks.
WHAT NO INDEPENDENT TOOL CAN PROVE
Test your content →Undisclosed private training data or guaranteed future citations. IndexHalo never disguises estimates as direct vendor evidence.
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 RESULTWEBSITE AUDITEDnorthstarinsights.example
47 pages analysed · 3 provider checks · weekly monitoring · 8 August 2026, 19:42 UTC
SITE READINESS64/100↓ 4 SINCE 1 AUG
PAGES DISCOVERED56PAGES ANALYSED47CRAWL FAILURES9LIVE QUERIES9TARGET CITED2CITATION RATE22%
Claims are specific but often unsupported
84 quantitative passages were isolated. Only 27 have a directly adjacent primary-source link; 57 require readers or answer engines to infer provenance.
Business use: editorial sourcing backlogHigh-value research is partially inaccessible
Six PDF landing pages return 403 to IndexHaloBot and three report URLs redirect more than four times. These pages cannot enter the evidence map.
Business use: technical remediation queueCompetitors own seven of nine citation opportunities
The target appeared in two grounded responses. Gartner, McKinsey, and the OECD appeared across six; the exact query and returned links are preserved.
Business use: competitive content planningThe free report provides the score, measured gaps, top evidence and first specific action. Professional adds the complete page inventory, live observations, monitoring history, ownership and verification plan.
Test my content now →CLEAR SIGNAL. NO SURPRISES.
Start with evidence.
Scale when it matters.
SIGNAL
Free report
A practical first assessment of one page, draft, or document.
€0no card required
- Evidence-readiness score with six measured signals
- Exact top three evidence findings
- Four comparative model profiles
- One prioritised action with current state and target
PROFESSIONAL
IndexHalo Pro
For teams managing content performance over time.
€79per month · cancel through Stripe
- Whole-site crawling and page-level inventory
- Daily, weekly, or monthly scheduled monitoring
- Historical score, page, and citation changes
- Server-operated live citation checks when available
- OCR for scanned PDFs and image documents
- Full ten-profile comparison and implementation plan
- Account workspace, 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