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.

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Built-in analysis. Independent recommendations. Transparent estimates.
No API keys · No model accounts · No technical setup

NEW ANALYSISCHECKING ENGINE

FREE EVIDENCE-READINESS CHECK

Find the content gaps costing you citations.

Enter a page, website, draft, or document. Get measured evidence, exact weaknesses, and the first practical fix in minutes.

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CONTENT LANGUAGEFor scanned PDFs or images, choose the document language so IndexHalo loads the correct bundled OCR model. No external API key is required.

01 Measured findings02 Exact citation gaps03 Prioritised next action04 16-language engine

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.

OPENAI✦GEMINI✦CLAUDE✦COPILOT✦META AI✦GROK✦DEEPSEEK✦QWEN

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

INDEXHALO EVIDENCE ENGINECORE ANALYSIS ACTIVE

01 ACCESS02 AUTHORITY03 SPECIFICITY04 STRUCTURE05 FRESHNESS06 TRANSPARENCY

DISCOVER

Map 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.

INPUT

EXTRACT

Build 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.

MEASURED

POOL

Group the signals.

The observed findings are organised into six understandable categories: retrievability, authority, specificity, structure, freshness, and transparency.

MEASURED

COMPARE

Read 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.

MODELLED

OBSERVE

Run 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.

VERIFIED

PRIORITISE

Turn 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.

ACTIONABLE

MONITOR

Re-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.

SCHEDULED

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

Undisclosed private training data or guaranteed future citations. IndexHalo never disguises estimates as direct vendor evidence.

Test your content →

SEE THE DELIVERABLE

Not another score.
A decision system.

This worked example follows one coherent business problem from crawl evidence to a 30-day implementation plan. Every number is illustrative, but every field, calculation and recommendation represents the practical detail a Professional report is designed to provide.

FICTIONAL CLIENT · ILLUSTRATIVE DATA · REAL REPORT STRUCTURE

SAMPLE PROFESSIONAL REPORT · HELIOFORGE RESEARCH30-DAY GEO GROWTH BRIEF

CLIENTHelioForge Research

Fictional European publisher of commercial-solar benchmarks for finance, property and procurement teams.

COMMERCIAL OBJECTIVEOwn the answer for solar-payback decisions

Increase qualified visibility when buyers compare payback periods, ownership models, incentives and PPA pricing.

MEASUREMENT SCOPE24 buyer questions × 3 providers

72 timestamped observations, one 128-URL crawl and a comparison against the sources returned in those answers.

EXECUTIVE DECISIONRepair and repackage 12 high-intent pages before commissioning more general articles.

The site already contains differentiated data. Its immediate problem is access, source attribution and answer packaging—not a lack of subject matter.

CITATION READINESS62/100BASELINE · 8 AUG 2026

URLS DISCOVERED128URLS ANALYSED121INACCESSIBLE7BUYER QUESTIONS24CITED RESPONSES19/72OBSERVED VISIBILITY26%

ACCESS86121/128 URLs retrievable

EVIDENCE4866/112 claims lack a nearby source

ANSWERABILITY5831 pages lack concise answer blocks

STRUCTURE74103 pages have a clear hierarchy

FRESHNESS5538 decision pages pre-date 2025

TRUST6027 pages lack reviewer credentials

WHAT THIS MEANS FOR THE BUSINESSHelioForge is discoverable, but its most commercially valuable evidence is difficult to verify and quote.

Across the 24-question buyer set, the domain earns 19 of 72 possible provider citations. The largest recoverable gap is the “payback by country” cluster: only 2 of 18 responses cite HelioForge even though its benchmark contains the relevant figures.

PRIORITY 01 · 18 OBSERVATIONS

Country-level payback data is trapped in a PDF table

The benchmark page describes the methodology, but the country figures exist only inside a 42-page PDF. Providers repeatedly return IEA PVPS, EU Commission and SolarPower Europe pages with equivalent figures exposed in HTML.

Decision: publish one indexable country comparison hub

PRIORITY 02 · 17 PAGES

Primary evidence is separated from 66 material claims

Claims name a percentage or payback period, but the publisher, study year and source link sit in a distant bibliography. A reader—or retrieval system—cannot reliably connect each claim to its provenance.

Decision: repair existing evidence before adding volume

PRIORITY 03 · 7 URLS

Five already-linked resources are blocked from retrieval

Seven research assets return 403. Five have external backlinks and two support high-intent query clusters, making access restoration more valuable than producing replacement articles.

Decision: send an exact URL remediation list to Web Ops

Recommendation order: unblock evidence → expose the country dataset in HTML → attach sources to claims → refresh dated incentive pages → rerun the same 72 observations. Do not commission a broad “solar trends” content programme until these assets are repaired.

PAGE-LEVEL PRESCRIPTIONSThe report names the exact asset, problem and definition of done.

The complete export contains all 121 analysed URLs. These six rows show the highest-priority work rather than a generic list of SEO advice.

PAGE / BUSINESS JOBSCOREDIRECT FINDINGPRESCRIBED CHANGESUCCESS CHECK

/research/commercial-solar-payback-europeCountry-payback authority page72

24 numeric claims; 18 lack an adjacent primary source. Country table exists only in the PDF.

Create an HTML table; show currency, unit, sample size, period and source on each row.Table extractable; 24/24 claims linked; canonical self-references.

/guides/lease-vs-buy-commercial-solarCommercial comparison page79

Already cited 7 times, but calculator assumptions are not visible in the article.

Add the financing assumptions and a five-factor lease-versus-buy matrix.All calculator inputs visible; answer block under 80 words.

/industries/warehouse-solar-roiSector consideration page58

312 words of generic copy; no roof-area, tariff or sensitivity evidence.

Add a worked 10,000 m² warehouse example and three sensitivity bands.Example includes formula, units, range and source date.

/research/incentives-germany-ukProcurement evidence page46

Visible update date is 2023; three linked programmes have changed.

Revalidate each programme against its government source and add an eligibility table.All programme links return 200; visible and schema dates match.

/data/commercial-ppa-prices.csvOriginal pricing dataset—

HTTP 403 to the crawler; no HTML description or licence statement.

Remove the CDN bot block and add a landing page with field definitions and licence.HTTP 200; CSV downloadable; Dataset schema validates.

/authors/dr-mara-veenExpert-entity page42

Author name appears on 27 pages, but no biography, qualifications or reviewed-by linkage exists.

Publish credentials, subject remit, disclosures and links to reviewed research.Author entity resolves from all 27 pages.

Each prescription is tied to the signal that triggered it, the query cluster it supports and a machine-checkable completion condition. Teams can assign the exported rows directly to editorial, research or web operations.

LLM-BY-LLM COMPARISONObserved results stay separate from comparative estimates.

The first three providers were queried directly for this example. The remaining profiles show how the same measured evidence aligns with disclosed retrieval preferences; they are not presented as live citations.

MODEL FAMILYEVIDENCE CLASSRESULTWHAT HELD THE SITE BACKMOST RELEVANT CHANGE

OpenAIOBSERVED7 / 24 cited

Good retrieval of explanatory guides; weak selection of PDF-bound country data.

Expose country evidence in HTML with adjacent sources.

Google GeminiOBSERVED8 / 24 cited

Best current coverage; visible dates and government references influenced winning pages.

Refresh incentives content and preserve strong canonical signals.

Anthropic ClaudeOBSERVED4 / 24 cited

Returned research-led sources with clearer methodology and author credentials.

Connect every benchmark to method, author and primary evidence.

Microsoft CopilotMODELLED63 / 100

Indexable HTML and entity consistency are the largest comparative gaps.

Repair blocked assets and author entities first.

Meta AIMODELLED59 / 100

Short, self-contained answers are sparse on long commercial pages.

Add concise definitions and comparison summaries.

xAI GrokMODELLED58 / 100

Freshness and externally corroborated claims are the weakest matching signals.

Timestamp benchmark updates and cite current public datasets.

DeepSeekMODELLED56 / 100

Tables lack explicit units and explanatory field labels.

Publish semantic HTML tables with definitions.

Alibaba QwenMODELLED55 / 100

Regional comparisons lack consistent country and currency context.

Normalise geography, currency and period on every metric.

Moonshot KimiMODELLED54 / 100

Long reports are available, but executive claims do not link to supporting sections.

Add claim-to-section anchors and a structured contents map.

MistralMODELLED60 / 100

European relevance is strong; transparency and document access remain limiting.

Prioritise EU-source provenance and accessible report formats.

Observed total: OpenAI 7 + Gemini 8 + Claude 4 = 19 citations from 72 responses. Modelled scores are diagnostic comparisons only and are never added to the observed citation rate.

30-DAY MEASUREMENT TARGET19/72 → 29/72 cited responses

Raise observed visibility from 26% to 40% on the same fixed question set. This is a team target, not a guaranteed provider outcome.

READINESS TARGET62 → 75+

Zero blocked priority assets, at least 100 of 112 material claims source-linked, and all 12 priority pages passing the completion checks.

WHEN / OWNERACTIONWHY NOWDEFINITION OF DONE

Days 1–2Web operationsRestore seven blocked research assets

Five already earn backlinks; two support priority buyer questions.

All seven return 200 to declared crawlers; redirects ≤1; canonicals resolve.

Days 2–6Research + editorialTurn the payback PDF table into the primary HTML evidence hub

This single cluster contains 16 of the 53 uncaptured observed opportunities.

Country table includes units, period, sample, sources, method and downloadable data.

Days 5–10Editorial leadAttach primary provenance to 66 unsupported claims

Evidence proximity is the largest measured weakness across 17 pages.

At least 100/112 material claims have publisher, date and direct source link.

Days 8–14Policy analystRebuild the Germany–UK incentive comparison

The page is three years old and captures only 1 of 12 observed citations.

Every programme revalidated; eligibility table published; visible/schema dates align.

Days 12–18Content operationsPublish expert and methodology entity connections

Twenty-seven articles name a reviewer who has no resolvable credentials page.

Author/reviewer entities link bidirectionally to qualifications and reviewed work.

Days 25–30Growth leadRecrawl and rerun the identical 72 observations

A fixed test set distinguishes genuine movement from a changed benchmark.

Compare page checks, citation count, cited URLs and competitor movement to baseline.

DEPRIORITISE THIS MONTH

Generic trend articlesThey do not solve the observed source-selection gap.

Unverifiable “AI visibility” claimsOnly timestamped provider observations count as citations.

New PDFs without HTML evidence pagesThey repeat the format problem already suppressing retrieval.

This is the level of specificity customers are paying for.

The free report identifies the strongest gap and first action. Professional adds the complete URL inventory, query evidence, LLM-by-LLM interpretation, assigned backlog, success checks and repeat measurement.

Analyse my website →

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

Run a free report →

FULL INTELLIGENCE

PROFESSIONAL

IndexHalo Pro

For teams managing content performance over time.

€79per month · cancel through Stripe

Whole-site crawl with page-level technical GEO findings
3–25 fixed buyer questions and query-to-page opportunity maps
Measured Search Console, Bing, and GA4 outcome intelligence
Topic clusters, missing assets and query-ownership conflicts
Content overlap, repeated claims and internal-authority opportunities
Observed competitor source share and citation movement
Daily, weekly, or monthly scheduled monitoring
Historical score, portfolio, page, query-set, and citation changes
Server-operated live citation checks when available
16-language analysis and bundled multilingual OCR
Full ten-profile comparison and prioritised implementation plan
Account workspace, JSON and printable exports

GEO FIELD NOTES

Make AI visibility
operational.

Practical guides written for teams that need defensible evidence, implementation detail, and a clear boundary between observation and estimate.

GEO FUNDAMENTALS · 11 MIN

What is generative engine optimisation?

A working definition, the six controllable signal groups, and a 30-day implementation plan.

Read the guide →

AI DISCOVERY · 12 MIN

How AI search engines choose and cite sources

Follow the observable path from discovery and retrieval to comparison and citation.

Read the guide →

AUDIT PLAYBOOK · 14 MIN

The practical GEO audit checklist

Thirty testable signals covering access, evidence, structure, metadata, and monitoring.

Read the checklist →

Explore all GEO guides →

CLEAR ANSWERS

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 →

Does IndexHalo require a user API key?+

No. Core analysis is built into the platform, and customers never enter model-provider API keys.

Can it analyse and monitor a whole website?+

Yes. Professional accounts can crawl site-wide, schedule recrawls, compare snapshots, and track page and citation changes.

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.

Can subscribers cancel online?+

Yes. Signed-in subscribers can use Stripe’s customer portal for invoices, payment details, and cancellation.

✦

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

See how AI sees
your content.

Find the content gaps costing you citations.

Reports, monitoring,
and change history.

Your content has a
citation foundation.

Extracted claims

Prioritised action plan

Turn the signal into an advantage.

AI visibility has signals.
Make them useful.

Know what is retrievable.

Know what the score means.

Act on the next best move.

One report.
Three ecosystems.

Billion-user scale

Enterprise + specialist

Developer + emerging

From raw content
to usable evidence.

Map the website safely.

Build a page-level evidence inventory.

Group the signals.

Read the signals through ten profiles.

Run repeatable citation checks.

Turn gaps into assigned actions.

Re-run and compare over time.

Not another score.
A decision system.

Country-level payback data is trapped in a PDF table

Primary evidence is separated from 66 material claims

Five already-linked resources are blocked from retrieval

Start with evidence.
Scale when it matters.

Free report

IndexHalo Pro

Make AI visibility
operational.

What is generative engine optimisation?

How AI search engines choose and cite sources

The practical GEO audit checklist

Before you trust
the score.

Find out what
AI is hearing.

Unlock the full platform.

Sign in to your workspace.

Choose a new password.

Recover your workspace.

See how AI seesyour content.

Find the content gaps costing you citations.

Reports, monitoring,and change history.

Your content has acitation foundation.

Extracted claims

Prioritised action plan

Turn the signal into an advantage.

AI visibility has signals.Make them useful.

Know what is retrievable.

Know what the score means.

Act on the next best move.

One report.Three ecosystems.

Billion-user scale

Enterprise + specialist

Developer + emerging

From raw contentto usable evidence.

Map the website safely.

Build a page-level evidence inventory.

Group the signals.

Read the signals through ten profiles.

Run repeatable citation checks.

Turn gaps into assigned actions.

Re-run and compare over time.

Not another score.A decision system.

Country-level payback data is trapped in a PDF table

Primary evidence is separated from 66 material claims

Five already-linked resources are blocked from retrieval

Start with evidence.Scale when it matters.

Free report

IndexHalo Pro

Make AI visibilityoperational.

What is generative engine optimisation?

How AI search engines choose and cite sources

The practical GEO audit checklist

Before you trustthe score.

Find out whatAI is hearing.

See how AI sees
your content.

Reports, monitoring,
and change history.

Your content has a
citation foundation.

AI visibility has signals.
Make them useful.

One report.
Three ecosystems.

From raw content
to usable evidence.

Not another score.
A decision system.

Start with evidence.
Scale when it matters.

Make AI visibility
operational.

Before you trust
the score.

Find out what
AI is hearing.