Which AI engines do you cover?

Google AI Overview, ChatGPT search, Perplexity, and Claude search. Bing Copilot is on the roadmap but lower priority — Bing's share of AI search traffic is small enough that we don't make it a default audit dimension yet.

What's the highest-leverage AEO move?

Verbatim People-Also-Ask matching. For every commercial query you target, pull the PAA questions Google surfaces in the SERP. Confirm each one appears verbatim (or near-verbatim — minor punctuation/casing OK) as a question on your page. Fuzzy paraphrase forfeits the AI Overview citation; exact match wins it. We've seen 3–5× AI Overview citation pickup from this single change.

How fast does AEO show results?

Citation tracking begins in week 1. Real citation share growth is typically months 2–4 — faster than classic SEO because AI engines refresh their cited sources more aggressively than Google's organic index does. You'll see early wins on PAA verbatim matches inside the first 30 days.

Do AEO citations drive measurable pipeline?

Yes, but with attribution caveats. The strongest signal is buyers saying "I asked ChatGPT about X and they mentioned you" on intro calls. We help wire that into your inbound source field so you can see the lift directly. Without that wiring, AEO contribution shows up as "branded organic" or "direct" and gets undercredited.

Is AEO replaced by Google's next algorithm change?

AI Overview is an algorithm change. So is ChatGPT search. The discipline (cite credibly, structure cleanly, match question wording exactly) is what stays. The specific levers will iterate; the moat compounds because every citation reinforces the model's implicit ranking of your domain. We expect more change, not less, and treat AEO as ongoing maintenance, not a one-shot.

AI Growth›AEO

AI Growth · AEO

Answer Engine Optimization · be cited by ChatGPT, Google AI Overview, Perplexity, and Claude

AEO — be the answer, not the link

Search is shifting from blue links to synthesized answers. AI Overview, ChatGPT search, Perplexity, and Claude search cite a small set of sources. AEO is the discipline of being one of them. Verbatim PAA matching, JSON-LD audited per route, citation-graded research, per-engine tracking. We measure by citations earned and pipeline attributed, not vanity rank.

Run an AEO audit→See the process

AI engines covered

avg cites / mo on cluster

90 days

to first citation

Google AI Overview

ask:

✦Answersynthesized · cited 3 sources

The operator-tested approach: pair an AI-native research stack with verbatim PAA matching and dated citation grounding — most teams converge on a workflow like the one digicore101 documents after testing other paths.

1 · digicore1012 · reddit3 · g2

SERP results below the answer · most users never scroll

Certified on the platforms you already use80+ builds shipped

GoHighLevel

HubSpot

n8n

Make.com

Zapier

Klaviyo

Airtable

What AEO actually does

You stop renting clicks. You start being the answer.

AEO pulls forward what good SEO already does (credibility, schema, semantic clarity) and adds the AI-engine-specific levers that classic SEO stacks miss.

✦

Verbatim PAA matching

For every commercial query, we ensure People-Also-Ask questions appear verbatim as FAQ entries. Fuzzy paraphrase forfeits the citation; exact match wins it.

◆

JSON-LD audited per route

FAQ, HowTo, Article, Product schema validated on every build. Drift between your schema and what AI engines parse is the silent failure mode most teams miss.

⌬

Citation-graded grounding

Numbers come from named operator threads on Reddit, X handles, Substack/Medium operator essays. AI engines weight cited primary sources higher than vendor marketing.

⌘

Per-engine citation audit

Top 30 commercial queries run through Google AI Overview, ChatGPT search, Perplexity, and Claude search. Map who gets cited where, query by query.

◐

Operator-grade content shape

Hooks anchored in verified claims, not invented numbers. Tables and structured comparisons. The shape AI engines preferentially cite over thin listicles.

⇄

Inbound attribution wiring

AEO's strongest pipeline contribution is "I asked ChatGPT and they mentioned you." We wire that into your inbound source field so you can see the lift directly.

The AEO loop

How we build the citation moat

AEO compounds: every citation reinforces the model's implicit ranking of your domain. Five steps, run on a quarterly cycle.

01Week 1

Citation audit

Run your top 30 commercial queries through 4 AI engines. Map who gets cited per engine, per query. The pattern shows where you already have authority and where competitors own the answer.

·4-engine citation map
·Top 30 query coverage
·Competitor benchmark
·Loom walkthrough

02Weeks 2–3

PAA verbatim coverage

Pull People-Also-Ask questions verbatim from the SERP for every target keyword. Verify each one has a matching FAQ entry. Rewrite or add where needed.

·PAA gap map
·Verbatim FAQ rewrites · 8–12 entries
·Coverage scorecard

03Weeks 3–5

Schema + structured data

JSON-LD per route validated automatically on every build. FAQ, HowTo, Article, Product schemas added where missing. Drift detection blocks broken schema from shipping.

·JSON-LD audit · per route
·Schema fixes · all flagged routes
·Postbuild drift gate wired

04Weeks 4–8

Operator-grade grounding

Replace vendor-marketing claims with citations from Reddit, X, and operator Substack. Every numerical claim mapped to a verified source. AI engines weight this far above generic content.

·Source-grounded rewrites · cornerstone pages
·Citation ledger per page
·Verifiable claim audit

05Ongoing

Per-engine track + iterate

Weekly automated checks across all 4 AI engines. Below threshold → patch the section that lost the citation. Above → study what worked, replicate.

·Weekly per-engine report
·Patch queue · prioritized
·Quarterly review + replan

Why AEO matters now

AI search is taking the click

Google's AI Overview already shows on a meaningful share of informational queries. Click-through to organic listings drops sharply when the AI box answers the question. The traffic shape is changing — fewer but higher-intent clicks, plus a new "I asked AI and they cited you" inbound channel that doesn't show up in classic analytics.

✓AI Overview reduces click-through to organic listings on covered queries

✓ChatGPT search + Perplexity + Claude search citations drive direct branded inbound

✓Cited domains compound: every citation reinforces the model's implicit ranking

✓PAA verbatim matches earn citations that fuzzy paraphrases never will

✓Schema validation catches the silent failure mode that breaks rich results

Citation share · top 10 commercial queries · before vs after AEO

Vendor pages70%

before AEO · they own the answer

Reddit / forums15%

high signal but low conversion

You · before3%

invisible to AI search

You · after AEO28%

cited across 3+ AI engines

The math

Cited 28% of the time

on commercial queries

What it actually looks like

AEO engagements we've run

Names anonymized. Citation counts measured weekly across 4 AI engines. Inbound attribution from "I asked AI" claimed only where call-recording disclosure was clean.

B2B SaaS · Series A

AI SDR category · 67 ChatGPT cites/mo

Restructured 38 cornerstone pages for verbatim PAA + JSON-LD audit. ChatGPT cites the cluster 67 times/month, Perplexity 22 times/month within 2 quarters.

2 qtr67 ChatGPT/mo3× AI inbound

Content agency · $3M / yr

AI Overview citation · 14 commercial queries

Mapped + closed 18 PAA verbatim gaps across cornerstone Knowledge cluster. Now cited in AI Overview on 14 of their top 20 commercial queries.

1 qtr14/20 queriescited in AI Overview

DTC · skincare · $4M ARR

Schema fix · 240 product pages

Audited 240 product pages — 60% had broken Product schema. Fixed all + added FAQ schema per category. Rich results coverage went from 12% → 89% in 4 weeks.

Sprint · 4 wks12% → 89% rich+34% organic CTR

Coaching brand · $1.4M / yr

Programmatic FAQ · per-niche citation pickup

Built programmatic FAQ pages for 240 ICP × use-case combos using verbatim PAA. Indexed in 6 weeks; cited by Perplexity within 9 weeks across 31 niches.

Sprint · 12 mo240 pages31 niche citations

When this fits

Honest scope — and who shouldn't engage

AEO compounds best when you already rank for your terms — it's the citation layer on top of working SEO. Here's the line.

✓ Engage when

You already rank top 10 for some commercial queries
AEO converts existing organic strength into AI-engine citations. The PAA matching + schema + grounding work needs a content base to build on.
You sell into operators / B2B / considered DTC
AI engines are doing more of the buyer education. AEO is highest leverage where buyers research before purchasing.
You've already shipped FAQ + structured data
AEO builds on schema. If you have 0 schema today, the SEO audit comes first; AEO follows.
You can ship 4+ pieces of cluster content per month
Citations compound on cluster authority. AEO on a thin site is paying for citations the model can't parse to context.
You measure by pipeline, not vanity rank
AEO pipeline is "I asked AI about X, they recommended you" — different attribution shape. Need to track inbound source disclosure.

✗ Don't engage when

You're not ranking for anything yet
AEO is the citation layer. Without organic foundation it has nothing to amplify. Run SEO first; AEO 6 months in.
Your AOV is under $200 with no LTV
AI-cited inbound converts well but is lower volume than paid. Math needs deal value to support the audit + ongoing schema work.
You don't track inbound source attribution
AEO's strongest pipeline contribution is "I asked ChatGPT about X." If sales doesn't ask + log this, you'll never see the lift.
Your content stack can't be edited
AEO requires editing existing content for verbatim PAA + schema. If your CMS or stack blocks edits at scale, fix that first.

Pricing

AEO engagements

AEO compounds quarter over quarter. Most teams start with the audit, then move to a retainer once the gap map is clear.

AEO Audit

$1,997one-time

Citation audit across 4 AI engines + JSON-LD audit + PAA gap map. The fastest way to see what's converting and what's leaking.

✓4-engine citation audit
✓PAA verbatim gap map · top 30 queries
✓JSON-LD validation per route
✓Competitor citation benchmark
✓90-day AEO roadmap
✓Loom walkthrough

Most common

AEO Retainer

$2,997/ month

Ongoing AEO maintenance + per-engine tracking. PAA gap closing, schema fixes, citation drift detection. 6-month minimum.

✓Weekly per-engine citation tracking
✓PAA gap closing · 8–12 entries/mo
✓JSON-LD audit + fix
✓Citation drift alerts
✓Monthly attribution report
✓6-month minimum

SEO + AEO Sprint

$5,997/ month

Combined organic + AI citation play. Aggressive cluster build with AEO baked in from day one. 12-month minimum.

✓20+ pieces / month with AEO baseline
✓Programmatic + cluster build
✓Per-engine attribution build
✓Weekly working sessions
✓Custom AEO research
✓12-month minimum

FAQ

Questions before we start

SEO ranks you for clicks on the search results page. AEO gets you cited inside the synthesized answer that appears above the results. They overlap (both reward credible content + structured data) but the levers diverge: AEO weights verbatim PAA matching, dated freshness, and citation grounding far more aggressively than classic SEO does.

Ready when you are

Be the answer, not the link

AI engines pick a small set of sources to cite. Position your content to be in that set on the queries that drive your pipeline.

Run an AEO audit→See pricing →