SEARCHRIFT — GEO & AEO Visibility Audits That Win AI Search

Critical Finding Most Audits Miss

Your site may be invisible to AI — even with perfect SEO.

Since July 2025, Cloudflare’s default setting blocks AI crawlers unless the site owner allows them. That block operates independently of your robots.txt. A site with clean SEO, strong content, and full schema can still be completely citation-blocked by ChatGPT, Claude, and Perplexity without its owner knowing. Every SEARCHRIFT audit tests both robots.txt and Cloudflare. If GPTBot, ClaudeBot, or PerplexityBot is blocked, it appears as the first finding in your report — before anything else.

Also checked: GPTBot · ClaudeBot · PerplexityBot · Google-Extended · cohere-ai

In plain English

Your website has a “do not enter” sign hanging on its door that you never put there. The sign was added automatically by the company that protects your site from spam and hackers. It keeps the bad guys out, but it also keeps ChatGPT, Claude, and Perplexity out — which is why they do not recommend you when your customers ask.

The fix is a setting in your Cloudflare dashboard. You just have to know it is there.

The Problem

Search has changed.
Most websites have not.

Google still matters. But ChatGPT, Perplexity, and AI Overviews now answer questions directly — without clicking through to your site. Businesses that are not structured to be cited by those systems are losing customers they cannot see leaving.

GEO — Generative Engine Optimization

When someone asks ChatGPT or Perplexity "best [your service] near [city]", those systems synthesize an answer from structured, authoritative sources. If your site lacks clear answer passages, a well-defined business identity, and outside sources that confirm it, you are less likely to be named, whatever your Google ranking.

ChatGPT Perplexity Gemini Copilot Claude

AEO — Answer Engine Optimization

Google's Featured Snippets, People Also Ask boxes, and voice search results extract answers from pages with specific structural signals. Without question-format headings followed by direct 40–60 word answers, Google is more likely to pick a competitor’s page.

Featured Snippets People Also Ask Voice Search

The Overlap is the Opportunity

Question-format headings, direct answers, and self-contained answer blocks serve both GEO and AEO at once. Many small business sites have few of them, which leaves room to stand out.

Direct Answers Answer Capsules H2/H3 Structure

Traditional SEO Is Not Enough

A page-one Google ranking does not guarantee citation by an AI engine. Conductor found that 57% of Google AI Overview citations go to pages outside the organic top 10 (2026), so ranking alone does not decide who gets cited.

Entity Markup Organization Schema Press Mentions

of searches showing a Google AI summary led to a click on a result, vs 15% without one (Pew Research, 2025)

900M

weekly ChatGPT users as of Feb 2026 (OpenAI)

29%

growth in visits to AI platforms, Jan 2025 to Jan 2026 (Similarweb)

The Hidden Cost

Every month you wait,
your competitors get harder to catch.

AI answers lean on the signals a business has already built: reviews, listings, press, and pages that answer questions clearly. Those signals take months to build, so the business that starts first is harder to catch.

How the head start works

Early citations build authority

Reviews, directory listings, and press coverage are the outside sources AI systems use to confirm a business is real and trusted.

Authority builds over time

Each review, listing, and mention adds to the record. A competitor who starts today has a head start you have to make up.

The position entrenches

Once a competitor has the reviews, listings, and coverage, catching up takes the same months of work. Waiting costs time you cannot buy back.

What this means for your business

Lost calls multiply

When someone asks "best plumber near me" and gets three recommendations, yours is not one of them. That customer calls someone else and never learns you exist.

Ads do not cover it

Paid ads do not put you in an AI answer. Being recommended there depends on the signals this audit checks.

The shift is already here

More than 900 million people used ChatGPT each week as of Feb 2026 (OpenAI). When Google shows an AI summary, people click a result about half as often (Pew Research, 2025).

See where you stand today

A 3-page snapshot shows your scores across all ten categories and the single highest-impact fix.

Get Your $150 Visibility Snapshot

Delivered within 24 hours • No subscription • Shows exactly what to fix

The Cost of Invisibility

How to think about what this is worth to you.

We do not promise specific revenue outcomes. We cannot. What we can do is show you how to frame the stakes honestly for your own business using numbers you already know.

Input	How to Estimate
Your average closed deal value	You know this number from your own books.
Deals you close per month from search	Count your pipeline by source for a typical month.
Share of discovery moving to AI	Ask new customers how they found you and note how many mention ChatGPT, Google’s AI answers, or similar tools.
Your rough exposure	Multiply: deals per month × deal value × AI share. That is roughly what is in play if you stay invisible.

Honest caveat: This is a framing exercise, not a forecast. No one can tell you exactly how much revenue AI invisibility is costing your specific business today. What we can tell you is what is helping or holding back your visibility to AI search, and what to change.

Methodology

Two disciplines.
One audit.

Most practitioners conflate GEO and AEO. They are distinct, require different fixes, and together cover every AI-powered search surface your customers use.

GEO

Generative Engine
Optimization

GEO is about being cited in synthesized AI answers. When an AI platform generates a response, it draws from sources it can parse, verify, and attribute. The goal is not a click — it is a citation.

AI systems favor brands with editorial presence, structured answer content, entity-level descriptions, and clear answers that can be understood without surrounding page context.

ChatGPT Perplexity Gemini Copilot

AEO

Answer Engine
Optimization

AEO is about winning Google's own answer features: Featured Snippets, People Also Ask boxes, and voice search. These extract directly from your page — or your competitor's.

Unlike GEO, AEO depends on your Google ranking: Featured Snippets are drawn from pages Google already shows in results. Question-format headings with direct answers are the main on-page lever, and Google needs no special markup for them.

Featured Snippets People Also Ask Voice Search Knowledge Panel

The Scoring System

Ten categories.
Scored against your real competitors.

Every audit scores your site on the ten categories that actually matter for AI visibility. Each one is graded 0–100, calibrated against three to five named competitors in your market. No generic benchmarks, no industry averages — real scores against real businesses you actually compete with.

On-Page SEO

Title tags, meta descriptions, heading structure, alt text, URL structure, internal linking.

Local SEO & GBP

Google Business Profile completeness, NAP consistency, Map Pack presence, service-area pages.

Technical SEO & Schema

Schema markup correctness, sitemap, HTTPS, mobile, crawlability, AI crawler access check.

GEO — AI Search Visibility

Answer capsules, passage extractability, entity blocks, editorial presence, founder markup.

AEO — Answer Engine

Featured Snippet eligibility, PAA coverage, question-format headings, direct answers.

Reviews & Reputation

Total count, average rating, velocity, response rate, review request process versus competitors.

Content Quality & Freshness

Service depth, front-loaded answers in the first 30% of pages, update cadence, dateModified signals.

Authority & Trust

Off-site citation presence, Wikidata, Knowledge Panel, press mentions, entity disambiguation.

Site Structure & UX

Navigation clarity, mobile experience, primary CTA, forms, booking integration, accessibility.

Competitive Position

Market-calibrated view against three to five named competitors. Honest read on who is winning and why.

Platform Signal Profiles

ChatGPT, Perplexity, and Google AI
cite content differently.

Each platform draws on different sources and has its own retrieval conditions and source preferences. Every SEARCHRIFT audit includes a Platform Signal Summary showing your specific gaps on each one.

Platform signal assessments are based on published citation research at time of audit. Live citation testing across AI platforms is a separate service (Citation Baseline Test) available on request.

Beyond Your Website

AI citation is not just
about your site.

AI systems decide whether to cite you by cross-referencing what you say on your site against what independent sources say about you elsewhere. The off-site layer is where most audits stop looking. SEARCHRIFT checks all of it.

Google Business Profile

Completeness, NAP consistency across directories, Map Pack presence, review velocity, response rate, category accuracy.

Off-Site Citation Presence

Wikidata entry, Knowledge Panel, LinkedIn company activity, press mentions, directory listings, review platforms.

Entity Disambiguation

Does your business name resolve cleanly? Same-name conflicts? Profile agreement across GBP, LinkedIn, directories, Wikidata?

Founder & Team Entity

Founder credentials, professional background, Person schema, LinkedIn alignment.

Review Platforms

Presence and activity on the review sites your buyers actually check: Google, Trustpilot, G2, Capterra, Clutch, Yelp, industry-specific.

Content Freshness

Last meaningful update on homepage, service pages, pricing, FAQ. Recency matched to topic volatility. No cosmetic timestamp edits.

Why This Beats a Free AI Audit

A site grader tells you you’re broken.
SEARCHRIFT tells you how to fix it.

Free AI audit tools scan your page, output a score, and disappear. They don’t calibrate against your actual competitors, don’t check off-site signals, and don’t produce anything you can install. Here is the difference, plainly.

	Free AI Grader	SEARCHRIFT
Calibrated against named competitors	–	3–5 competitors, market-specific
AI crawler & Cloudflare check	–	Full check on every audit
Off-site citation presence	–	Wikidata, LinkedIn, press, directories
Platform-specific gap analysis	–	ChatGPT, Perplexity, Google AI
Inference discipline (cites unverifiable findings)	–	Every inferred finding labeled
Ready-to-install fixes in correct order	–	START_HERE install sequence
90-day re-audit to measure change	–	Included as paid add-on

Sample Report

See what you get.

Every audit follows the same format. Here are pages from a sample report and a sample Snapshot, so you can see the format and the level of detail.

sample-audit-report.pdf — Glossary of Terms

SEARCHRIFT audit report glossary of terms page showing definitions of SEO, GEO, AEO, Schema, GBP, Featured Snippet, PAA, Answer Capsule, and Composite Score

sample-audit-report.pdf — Keyword Gap Analysis

SEARCHRIFT keyword gap analysis table showing monthly demand, buyer intent classification, competitor rankings, and page fit assessment

sample-snapshot.pdf — Scores at a Glance

SEARCHRIFT Visibility Snapshot scores at a glance showing all 10 category scores and composite score

sample-snapshot.pdf — Detailed Scores & Actions

SEARCHRIFT Visibility Snapshot detailed scores table showing category scores, grades, effort ratings, key findings, and recommended actions

The Package

Everything you need
to fix it safely, in the right order.

The audit identifies the problems. The code package gives you the solutions — written, tested, and sequenced so you install them in the order that actually works. Every file is custom-built for your specific business from your audit findings. Not industry templates. Not generic placeholder copy. Your domain, your services, your founder, your competitors, your gaps.

START
HERE

Every package opens with START_HERE.pdf

Your install order, verification checklist, back-up instructions, platform-specific notes (WordPress, Squarespace, Wix, Shopify, Webflow, custom), and a “What Can Go Wrong” troubleshooting table. You install one fix at a time, verify it works, then move on. No developer required for Easy and Medium rated fixes.

Stuck? Paste it into Claude or Perplexity.

Every package includes a ready-made AI prompt written to walk you through install step-by-step. Paste it into the AI of your choice — we recommend Claude or Perplexity — along with the audit finding you’re working on, and you get a private assistant that knows your site, your CMS, and what “done” looks like. No more Googling error messages.

v6.0

robots.txt & Cloudflare Update

Corrected robots.txt removing any blocked AI crawlers, plus explicit Cloudflare dashboard instructions if your site uses it. Both layers must pass before GEO work has full effect.

v6.0

llms.txt File

An optional plain-language summary file for AI tools. Google Search does not use it, and no major AI search engine has said it reads it, so expect no change in citations from it. Included because it is harmless and quick.

Schema Markup Blocks

Complete JSON-LD for your business type: Organization, LocalBusiness, Service, and Person markup for founders and key team members.

Optimized Meta Tags

Title tags and meta descriptions written to state clearly what each page answers. Primary pages plus templates for service and location pages.

FAQ Content Blocks

Question-and-answer content written for your industry, structured for both human readers and AI parsing. Each question is a heading followed by a direct answer, ready to publish.

GEO Answer Capsules

Self-contained 40–60 word answer blocks for every citation-weak page in your audit. Written to AI citation standards. Not just three — one per flagged page.

AEO Snippet Copy

Answer-first copy for the questions you want to own in Google’s answer features. Primary service snippets plus templates for common customer questions.

v6.0

Keyword Gap Pages & Alignment Briefs

New page starters for gaps where no page exists, plus alignment briefs for pages that exist but do not match their target query. Buyer-intent keywords prioritized.

v6.0

Content Freshness Guide

Per-page guidance for stale content: what to update, dateModified markup to add, recommended cadence by page type. If your content is fresh, the file says so.

v6.0

Review Request Templates

Three email/SMS templates for requesting reviews from recent customers. Platform-specific for Google, Yelp, Trustpilot, or G2 based on your industry.

Advisory

Earned Media Brief

Entity disambiguation check plus prioritized PR angles: Wikidata, Knowledge Panel, review platforms, press mentions. Advisory — does not touch your website.

Advisory

YouTube Video Brief

A brief for a single short video that addresses the highest-impact gap in your content. Advisory — does not touch your website.

Pricing

One audit.
Five ways to buy it.

No subscriptions. No ongoing fees. Pick the level of help you want and move on. Not sure where to start? Most SMBs buy the Audit + Package.

Full Installation

Done-For-You

$2,500

We install everything. You approve and ship.

Full audit report
Complete code package
Professional installation
robots.txt & Cloudflare fix applied
Schema & content implementation
Schema validation

Order Installation

Best Value

Audit + Package

Complete Solution

$1,250

Audit plus every fix written and ready to install

Full 10-section audit report
14-file implementation package
START_HERE install guide
robots.txt & Cloudflare update
Schema, meta, FAQ, capsules, snippets
Keyword gap pages & alignment briefs

Order Package

Full Audit

Complete Analysis

$600

Full 10-section report with detailed findings

All 10 categories scored & graded
Competitor comparison
Platform Signal Summary
Keyword gap analysis with buyer intent
90-day action plan
30-Day Priority Actions

Order Full Audit

90-Day Re-Audit

Measure the Change

$250

Re-scores GEO, AEO, and Authority after implementation

Updated GEO, AEO & Authority scores
Platform Signal Summary PDF
Before-and-after comparison
Available 90 days after install
Available to any prior audit client

Coming Soon

Visibility Snapshot

Start Here

$150

Not ready yet? Get a 3-page read on where you stand.

All 10 categories scored
Key findings summary
Single highest-impact fix identified
24-hour delivery

Order Snapshot

Frequently Asked Questions

Common questions
about SEARCHRIFT audits.

Here's what business owners typically want to know before ordering their audit.

Since July 2025, Cloudflare’s default setting blocks AI crawlers unless the site owner allows them. The block is separate from your robots.txt — it operates at the security layer. If your site uses Cloudflare and that toggle is still enabled, ChatGPT, Claude, and Perplexity cannot reach your pages to cite them, regardless of how well your site is otherwise optimized. Every SEARCHRIFT audit tests both robots.txt and Cloudflare access. If a block is found, the package includes specific dashboard instructions to fix it.

ChatGPT, Perplexity, and Google AI Overviews each cite content differently. ChatGPT leans heavily on Bing-indexed content and entity strength. Perplexity prioritizes passage extractability and external corroboration. Google AI Overviews favor broad cross-platform presence, with 57% of citations coming from outside the top 10 organic results (Conductor, 2026). A single audit that treats them as one surface misses the gaps specific to each. Every SEARCHRIFT audit includes a Platform Signal Summary showing where you stand on each one.

llms.txt is a proposed standard for describing your site to AI tools in plain language. Google says its Search does not use it, and no major AI search engine has said it reads the file. Your package includes one because it is harmless and quick, and the install guide says plainly that it should not change your citations. We will not tell you it does something it does not.

Traditional SEO audits focus on Google rankings. SEARCHRIFT audits focus on AI citations. We check whether your site is structured to be cited by ChatGPT, Perplexity, Google AI Overviews, and other AI platforms that answer customer questions directly. Most SEO audits don't test for GEO or AEO signals at all.

Many of the recommendations can be done by anyone who can edit their website. This includes FAQ content, meta tag updates, and basic schema markup. Some need a developer, mainly for complex schema implementation or site structure changes. Every recommendation includes an effort rating (Easy/Medium/Hard) so you know what to expect.

No one can promise a timeline. Google, ChatGPT, and the other platforms decide when they re-crawl your pages and what they show, so changes can take weeks or months to appear, and some may not appear at all. Your report includes the questions to ask ChatGPT and Google each month so you can track it yourself, and a re-audit about 90 days after you install the fixes shows what moved.

Yes. AI platforms answer questions about every industry, not just local services. If you're a SaaS company, someone might ask "best CRM for small businesses." If you sell products, they might ask "which headphones are worth buying." If you provide consulting, they might ask "how to choose a business consultant." Being named in these answers matters regardless of your business model.

This is a one-time audit with no ongoing fees. AI platforms change often, so the fixes are a foundation, not a permanent guarantee. We recommend re-auditing annually as new AI platforms launch and existing ones update their citation criteria. You'll also want to track your progress quarterly using the test questions included in your report.

Yes, for most of the package. Squarespace, Wix, and Webflow all allow custom code injection in the site header or specific pages — that is where schema markup goes. FAQ content blocks and meta tag updates can be edited directly in the site editor. WordPress handles the full package without restriction. The audit flags anything platform-specific, and the Audit + Package includes platform-specific installation notes. If you want hands-off implementation on any platform, the Full Installation ($2,500) handles the whole job.

SEARCHRIFT audits complement traditional SEO work. GEO and AEO are newer disciplines, and not every SEO agency covers them yet. You can share your audit results with your agency to guide their next phase of work, or implement the recommendations alongside your existing SEO strategy. The two approaches work together, not against each other.

AI is already recommendingyour competitors.

Competitive markets. Visibility-dependent revenue.

Real Estate

Restaurants

Professional Services

Everyone Else

Your site may be invisible to AI — even with perfect SEO.

Search has changed.Most websites have not.

GEO — Generative Engine Optimization

AEO — Answer Engine Optimization

The Overlap is the Opportunity

Traditional SEO Is Not Enough

Every month you wait,your competitors get harder to catch.

How the head start works

What this means for your business

See where you stand today

Ask ChatGPT yourself.See what it says.

How to think about what this is worth to you.

Two disciplines.One audit.

GEO

Generative EngineOptimization

AEO

Answer EngineOptimization

Ten categories.Scored against your real competitors.

On-Page SEO

Local SEO & GBP

Technical SEO & Schema

GEO — AI Search Visibility

AEO — Answer Engine

Reviews & Reputation

Content Quality & Freshness

Authority & Trust

Site Structure & UX

Competitive Position

ChatGPT, Perplexity, and Google AIcite content differently.

Bing-first. Entity-heavy.

Passage-extractable. Externally corroborated.

Broad consensus. Cross-platform presence.

AI citation is not justabout your site.

Google Business Profile

Off-Site Citation Presence

Entity Disambiguation

Founder & Team Entity

Review Platforms

Content Freshness

A site grader tells you you’re broken.SEARCHRIFT tells you how to fix it.

See what you get.

Everything you needto fix it safely, in the right order.

Every package opens with START_HERE.pdf

Stuck? Paste it into Claude or Perplexity.

robots.txt & Cloudflare Update

llms.txt File

Schema Markup Blocks

Optimized Meta Tags

FAQ Content Blocks

GEO Answer Capsules

AEO Snippet Copy

Keyword Gap Pages & Alignment Briefs

Content Freshness Guide

Review Request Templates

Earned Media Brief

YouTube Video Brief

One audit.Five ways to buy it.

Done-For-You

Complete Solution

Complete Analysis

Measure the Change

Start Here

Not ready for the full audit?

Common questionsabout SEARCHRIFT audits.

AI is already recommending
your competitors.

Search has changed.
Most websites have not.

Every month you wait,
your competitors get harder to catch.

Ask ChatGPT yourself.
See what it says.

Two disciplines.
One audit.

Generative Engine
Optimization

Answer Engine
Optimization

Ten categories.
Scored against your real competitors.

ChatGPT, Perplexity, and Google AI
cite content differently.

AI citation is not just
about your site.

A site grader tells you you’re broken.
SEARCHRIFT tells you how to fix it.

Everything you need
to fix it safely, in the right order.

One audit.
Five ways to buy it.

Common questions
about SEARCHRIFT audits.