Answer Engine Optimization is the practice of making your site easy to understand, trust, and quote for AI answer engines like ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews.

Yes. NiceCite runs a live crawl of your site, scores a deterministic page set with a published heuristic (NiceCite Score v2), and shows the exact evidence behind every number.

Answer Engine Optimization Platform

Make your site the source AI answers cite.

Q: How is NiceCite different from SEO tools?

SEO tools score for blue-link ranking. NiceCite scores for AI citation readiness: how clearly an AI engine can parse, attribute, and quote your pages.

Q: Why can scores change between audits?

Either the live site changed, or the audited page set changed. NiceCite locks the page set per plan and surfaces a Score Integrity panel so you can verify what was scored.

Q: Does NiceCite guarantee AI citations?

No. No tool can. NiceCite gives you an evidence-based score and a prioritized fix list built from what your site actually contains today.

NiceCite audits your live website for answer readiness, entity clarity, schema, trust, content coverage, and crawlability — then turns the gaps into fixes your team can ship.

See how NiceCite works

NiceCite Report

Score Integrity

NiceCite Score

78/ 100

Strong — NiceCite Score v2

5 pages audited

sig: a7c3·2f91

Answer Readiness

Entity Clarity

Schema Coverage

Trust Signals

Content Coverage

Crawlability

Audited pages (locked)HTML only

/200
/pricing200
/features200
/about200
/blog/aeo-guide200

Crew: Nova · Scout · Sage · Echo · Vera · PulseLive crawl

Behind the audit: a small crew of specialized agents

Hover to meet each one

Scout

Crawl & coverage

Crawl Agent

Scout

Curious, quick, energetic.

"I mapped the pages that matter."

Sage

Schema & entities

Schema Agent

Sage

Precise, slightly nerdy, helpful.

"Your schema is close — sharper entity signals will lift it."

Echo

Answer readiness

Answer Agent

Echo

Conversational, punchy, copy-aware.

"This page almost answers the question — let's make it quotable."

Vera

Trust & proof

Trust Agent

Vera

Skeptical, protective, practical.

"Claims need proof. AI citation systems reward receipts."

Pulse

Roadmap & monitoring

Growth Agent

Pulse

Upbeat, momentum-focused, strategic.

"Small fixes first. Compounding signal next."

Nova

Score & summary

Lead Analyst

Nova

Calm, direct, no fluff.

"Here's the real signal."

How the audit crew works

live crawl · evidence-based · ~30s

URL in
you paste a domain
Crawl
sitemap · robots · pages
Extract
schema · entities · copy
Score
6 weighted signals
Fixes
ranked recommendations
Report
PDF · share · roadmap

URL in
you paste a domain
1/6
Crawl
sitemap · robots · pages
2/6
Extract
schema · entities · copy
3/6
Score
6 weighted signals
4/6
Fixes
ranked recommendations
5/6
Report
PDF · share · roadmap
6/6

What NiceCite actually does today

Live crawl evidenceRepeatable page-set scoringSchema + entity analysisPDF & shareable reportsGeneration credits for fixesSeed benchmark foundation

The platform

The complete AEO workflow in one web app

Discover what AI sees, score what it can cite, fix the gaps, and track progress over time — without bouncing between tools.

Discover

Crawl the live site, sitemap, and robots. Identify the key pages an AI engine will actually read.

Pages · sitemap · robots

Score

Six-signal NiceCite Score with a Score Integrity panel that locks the audited page set.

6 signals · repeatable

Fix

Turn gaps into FAQs, schema, briefs, and on-page rewrites using generation credits.

Briefs · schema · FAQs

Track

Audit history and report comparisons. Continuous monitoring on the roadmap.

History · compare

Score integrity

Know why you scored what you scored

Every audit shows the audited page list, the page signature, the score version (NiceCite Score v2 today), and exactly which signals moved. Re-run the same site on the same plan and the page selection and score are repeatable.

Locked page set per plan
Per-signal evidence
Score version + page signature

Score IntegrityNiceCite Score v2

Audited pages

5 / 5

Page set

locked

Signature

a7c3·2f91

Excluded

sitemap.xml, robots.txt

Signal evidence · Schema Coverage

Organization JSON-LD found on /
Missing FAQPage on /pricing
Missing Article on /blog/aeo-guide

Generation

Give AI engines cleaner answers

From the same audit, draft FAQ blocks, JSON-LD schema, and on-page rewrites that target the specific gaps the crawl found. Credits-based so you only pay for what you ship.

FAQ + schema generation
On-page rewrite suggestions
Brief mode for content teams

Generation12 credits

FAQ block · /pricingFAQ

FAQPage JSON-LD · /pricingSchema

Rewrite hero · /features (entity clarity)Rewrite

Article schema · /blog/aeo-guideSchema

For client work

Built for agencies and in-house teams

Hand off branded PDFs, share read-only report links, and keep a clean audit history per domain. White-label options are on the premium roadmap.

PDF + share links
Per-domain history
Premium roadmap: white-label

Per-domain historylast 30 days

acme.com

78+6

northwind.io

64+12

globex.ai

71+3

Scoring

NiceCite Signal Map

Six categories, six specialists, one composite score.

Weight 25% · Echo

Answer Readiness

How directly the site answers questions AI engines ask.

Weight 20% · Sage

Entity Clarity

How clearly the site identifies the business as an entity.

Weight 20% · Sage

Schema & Structured Data

Machine-readable signals AI uses to understand pages.

Weight 15% · Vera

Trust & Citation Signals

Reasons an AI would cite this site as a trusted source.

Weight 10% · Scout

Content Coverage

Breadth of topical coverage across the site.

Weight 10% · Pulse

Technical Accessibility

Crawlability, sitemap, meta, and indexing basics.

Answer engine readiness matrix

Which signals matter where

Illustrative weighting based on public guidance — not a live query of these engines. NiceCite scores your site against all six signals.

Signal	ChatGPT	Perplexity	Gemini	AI Overviews
Quotable Answers
Entity Clarity
Schema (JSON-LD)
Trust & Proof
Freshness
Crawlability

CoreSupportingIndirect

The audit crew

Six specialists. One audit core.

Every NiceCite audit is run by a small crew of specialized agents — each owns one signal, each leaves evidence in the report.

NiceCite

Audit Core

Scout

Crawl & Coverage

Inputs

Sitemap · robots · internal links

Output

Locked audit page set

"Mapped the pages that actually matter."

Sage

Schema & Entities

Inputs

JSON-LD · meta · entity graph

Output

Schema gaps + entity clarity

"Structured data gives AI parsers handles."

Echo

Answer Readiness

Inputs

Headings · copy · Q&A structure

Output

Quotable answer signal

"AI needs one clean sentence to lift."

Vera

Trust & Proof

Inputs

Author · sources · receipts

Output

Trust score + missing proof

"Claims need receipts. AI rewards proof."

Pulse

Roadmap & Monitoring

Inputs

Priorities · effort · history

Output

30-day citation roadmap

"Small fixes first. Compounding signal next."

Nova

Score & Summary

Inputs

All six signals · weights

Output

NiceCite Score + summary

"Here's the real signal — no fluff."

ScoutCrawl & Coverage

Curious, quick, energetic.

Inputs

Sitemap · robots · internal links

Output

Locked audit page set

"Mapped the pages that actually matter."

SageSchema & Entities

Precise, slightly nerdy, helpful.

Inputs

JSON-LD · meta · entity graph

Output

Schema gaps + entity clarity

"Structured data gives AI parsers handles."

EchoAnswer Readiness

Conversational, punchy, copy-aware.

Inputs

Headings · copy · Q&A structure

Output

Quotable answer signal

"AI needs one clean sentence to lift."

VeraTrust & Proof

Skeptical, protective, practical.

Inputs

Author · sources · receipts

Output

Trust score + missing proof

"Claims need receipts. AI rewards proof."

PulseRoadmap & Monitoring

Upbeat, momentum-focused, strategic.

Inputs

Priorities · effort · history

Output

30-day citation roadmap

"Small fixes first. Compounding signal next."

NovaScore & Summary

Calm, direct, no fluff.

Inputs

All six signals · weights

Output

NiceCite Score + summary

"Here's the real signal — no fluff."

Methodology

Today: repeatable heuristic score.Next: calibrated NiceCite Score v3.

Customer scores today (NiceCite Score v2) are a transparent product-defined heuristic. In parallel we're building the NiceCite Seed Benchmark — a small attributed library of public AEO/citation research datasets (e.g. CiteTrace, GEO-Bench) and feature priors from GEO Citation Lab and SourceBench rubrics. Once first-party citation observations grow, that benchmark will calibrate NiceCite Score v3.

We do not claim those public datasets are ours. We do not claim our score is calibrated yet.

NiceCite Score v2

Heuristic, in production

Seed Benchmark

Public/reference data

NiceCite Score v3

Calibration in progress

Who it's for

For agencies, consultants, and in-house teams

Whether you're pitching new clients or proving impact internally, NiceCite gives you a defensible answer.

Audit prospects fast

Drop a URL, get a deterministic NiceCite Score in about 30 seconds. Walk into the pitch with evidence, not vibes.

Explain the work clearly

Per-signal scoring with the audited page list and source evidence — so clients see exactly what you're fixing and why.

Sell fixes, not mystery

Generate FAQs, schema, and content briefs from the same audit. Scope is concrete: what to ship, on which page.

FAQ

Common questions

What is AEO?

Answer Engine Optimization: making your site easy to parse, trust, and quote for AI engines that answer questions directly (ChatGPT, Perplexity, Gemini, Claude, Google AI Overviews).

How is NiceCite different from SEO tools?

SEO tools optimize for blue links. NiceCite scores citation readiness: structure, entities, schema, trust, content coverage, and crawlability — the signals that decide whether an AI answer references you.

Is the score real?

Yes. NiceCite runs a live crawl, locks the audited page set, and applies a published heuristic (NiceCite Score v2). Every signal links back to the actual evidence pulled from your site.

Why can scores change between audits?

Either your live site changed, or the audited page set changed across plans. The Score Integrity panel shows the exact page list and page signature so you can verify.

What do I get for free?

A full audit on any URL, the overall NiceCite Score, the six signal breakdowns, the audited page list, and a shareable report. No credit card required.

What does premium add?

More monthly audits, larger page-set coverage, full report exports (PDF), generation credits for FAQ/schema/content fixes, and history across more domains.

Can agencies use this for clients?

Yes. Per-domain history, share links, and PDF exports are designed for client work. White-label is on the premium roadmap.

Does NiceCite guarantee AI citations?

No — and you should be skeptical of anyone who does. NiceCite gives you an evidence-based score and a prioritized fix list built from what your site contains today.

All FAQs →

Find out what AI engines see on your site — in 30 seconds.

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