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EVIDENCE-BACKED AI VISIBILITY FOR BRANDS & AGENCIES

Find where AI skips your brand.
Fix it. Prove what changed.

Measure real buyer questions across OpenAI, Claude, Perplexity and Gemini. See whether your brand was mentioned or cited, inspect the evidence, assign the next fix, then recheck the same scope.

No card · No email required · Up to 3 public pages

HowAICite is the AI citation intelligence product in HowAI Suite.

Already have an AI answer? Find out why it cited—or skipped—your brand →
EXAMPLE REPORT READINESS V1.0

From a missed citation to proof.

The same workflow your team uses inside the workspace.

01
Measure

Run or save the buyer question

02
Explain

Find citation, source and competitor gaps

03
Fix

Assign evidence-linked improvement work

04
Prove

Recheck the same scope and compare

Evidence with every recommendation. History with every recheck.
ONE SYSTEM / QUESTION TO RECHECK
4 AI providersOpenAI, Claude, Perplexity and Gemini
Evidence historyAnswers, sources, models and markets
Opportunity MapPrioritized citation and competitor gaps
MonitoringRepeatable questions and matched rechecks
AI PLATFORMS MEASURED

Recognizable platforms. Inspectable evidence.

See collection methods →
OpenAIWeb Search API
Anthropic · ClaudeWeb Search API
PerplexitySonar API
Google · GeminiModel API · no web grounding

Independent measurement via provider APIs; not affiliated with or endorsed by these companies. API answers may differ from consumer chat experiences. Logos belong to their respective owners.

HOWAICITE AGENT / WORKS WHERE YOU WORK

Ask for the evidence. Let the Agent prepare the next internal action.

Use the same tenant-scoped data from the HowAICite dashboard or an authenticated MCP client. The Agent can inspect visibility, explain an observation, run an approved measurement and create an internal fix task—without publishing content, editing your website, sending email or spending money.

AUTHENTICATED WORKSPACE READ + BOUNDED WRITE
YOU

Where is my strongest citation gap?

HOWAICITE AGENT5 of 12 observed answers mention the brand without citing its website.

Largest measured gap: buyers can recognize the brand but cannot verify the claim through a first-party source.

Evidence
12 valid observations
Scope
Provider · market · timestamp preserved
Next action
Create one evidence-linked internal task
Illustrative interaction · missing evidence is shown as “not collected”
DATA THAT EXPLAINS ITSELF

Your dashboard should tell you what to do next.

HowAICite translates every measured pattern into a plain-English decision without hiding the underlying answer, source, model or market.

SeeWhere the brand, competitors and sources appear.
UnderstandWhy the site was cited, mentioned or absent.
ActOpen the highest-leverage evidence-linked fix.
ProveRepeat the same question and preserve the outcome.
ILLUSTRATIVE WORKSPACE · 12 ANSWERSExample data
Visibility outcomesCurrent sample

Mentioned, not cited5

Own-domain cited4

Brand absent3

Matched recheckSame question set

Before4 cited

After7 cited

WHAT THE DATA SAYS5 of 12 answers mention the brand without citing its website—the largest gap in this example.
WHY IT MATTERS

AI recognizes the entity, yet buyers receive no first-party page to verify the claim or continue evaluating the product.

NEXT BEST ACTIONStrengthen the page that should answer this question →
Illustrative data, not a customer benchmark. Your workspace uses its own measured answers and keeps the evidence behind every conclusion.
FROM OBSERVATION TO OUTCOME

Know what happened, why it matters, and whether the fix worked.

Keep the question, answer, source evidence, diagnosis, owner, action and recheck in one operating history.

Buyer-question measurement

Build a stable question set by brand, country and language, then run it across OpenAI, Claude, Perplexity and Gemini.

Answer and source evidence

Inspect the answer, citations, retrieved sources, model, market, latency and token usage behind every provider run.

Why Not Cited

Separate missing observations, mentions without citations, own-domain gaps and third-party source patterns.

Competitor Gap and Opportunity Map

See who appears instead, which sources support them and which evidence-backed opportunity deserves attention first.

Owned improvement work

Turn a finding into page, source, entity or recheck work with status, notes and a direct link to its evidence.

Before → Fix → After proof

Repeat the same question and scope, compare like with like, and keep inconclusive outcomes visible instead of claiming a false win.

ONE WORKSPACE / A COMPLETE GEO LOOP

From technical readiness
to citation evidence.

Start with crawlability and page signals. Add real AI-answer observations. Diagnose source and competitor gaps, ship the work, and monitor the same buyer questions over time.

Check live features and platform coverage ↗

Measure the questions buyers ask

Save a repeatable question portfolio and run provider measurements by brand, market and language.

Open measurement workspace →

Prioritize the gaps that matter

Use Why Not Cited, competitor comparisons and source evidence to choose the next piece of work.

Open Opportunity Map →

Build a proof history

Connect fixes to baseline evidence, matched rechecks and monitoring without mixing different models or markets.

Open monitoring →
Does this tell me whether ChatGPT cites my business?

The free audit checks website readiness; it does not query ChatGPT. Paid workspaces run saved questions through OpenAI, Claude, Perplexity and Gemini provider APIs, while Evidence Lab also preserves consumer-interface answers you capture yourself. Each collection method stays clearly labeled.

Is a high score a guarantee of AI visibility?

No. The score is a diagnostic checklist. Content quality, independent sources, user context and search engine choices also matter.

Where are my reports saved?

Create a free account to keep reports across devices. You can also run a guest audit and export JSON or print to PDF.

START AT THE RIGHT DEPTH

Test the value first. Add operating depth when you need it.

01 / FREE

Audit public readiness

Check up to three public pages without a card or email and leave with a prioritized readiness report.

Run the free audit →
02 / WORKSPACE

Measure buyer questions

Keep provider answers, source evidence, opportunities, fixes and matched rechecks in one operating history.

Compare workspace plans →
03 / GUIDED

Scope the full HowAI Suite

Combine HowAICite, HowAISafe and HowAITrust when one accountable evidence program matters more than another disconnected tool.

Explore HowAI Suite →
START WITH EVIDENCE

Find the first gap worth fixing.

Audit your public pages now. Add measured AI answers when you are ready to monitor and prove outcomes.

Audit my website