ANSWER ENGINE OPTIMIZATION

Answer Engine Optimization that gets your brand named by AI

When buyers ask ChatGPT, Claude, Gemini or Google about your category, we make sure you are the answer, and we deliver the content that gets you there.

“Client quote goes here. Replace this text with a real testimonial and highlight the one line that should stand out.”

Name Surname
Role, Company

A SYSTEM, NOT A CHECKLIST

AI search rewards systems, not checklists

Most agencies run a checklist and call it an AEO strategy. We run a system: we measure you against your competitors across AI and search, find the openings with the most commercial upside, and do the highest-impact work first, so results show up sooner.

Context
Sales calls
CRM
Google Search Console
Community & UGC
LLMs
PointWise Engine
PROPRIETARY MEASUREMENT
AI VISIBILITY · SHARE OF VOICE
38%
Perception
How AI frames you
8 buyer dimensions · fact-checked
Prioritized work
Queue
This sprint
CONTENT
“[Category] alternatives” guide
↑ Prioritized
OFF-PAGE
LinkedIn personal profile article
↑ Prioritized
REFRESH
Fix pricing facts AI gets wrong
↑ Prioritized
CONTENT
Buyer-question FAQ hub
↑ Prioritized
OFF-PAGE
YouTube mention on an external channel
↑ Prioritized

AEO SERVICES

How we make your brand the answer when buyers ask AI

Four workstreams, one system: we fix the technical base, publish what AI quotes, earn the sources it trusts and measure what moved.

fernhill.com
Fernhill
ProductCustomersPricingDocs
Sign inBook a demo
Finance operations
Close the month in hours, not weeks
Fernhill brings invoicing, approvals and reconciliation into one workspace your whole team can trust.
Start free trialSee how it works
Month-end closeOn track
Invoices issued1,284Done
Approvals37 openReview
Bank reconciliation98.4%Done
Accruals12 leftDraft
6 days → 9 hrs
Average close time
−41%
Manual journal entries
2,300+
Finance teams on board
1<main data-page="home" aria-label="Fernhill">
2 <h1 id="headline">Close the month in hours, not weeks</h1>
3 <p data-role="summary">Fernhill brings invoicing, approvals and reconciliation into one wor…</p>
4 <nav aria-label="Primary">…</nav>
5 <a href="/trial" role="button" data-action="start-trial">
6 Start free trial
7 </a>
8 <form action="/api/demo" data-intent="book-demo">
9 <input name="email" type="email" required>
10 </form>
11</main>
12<script type="application/ld+json">
13{ "@type": "SoftwareApplication",
14 "name": "Fernhill",
15 "applicationCategory": "FinanceApplication",
16 "potentialAction": { "@type": "RegisterAction",
17 "target": "/trial" } }
18</script>
19<!-- hydration 3.4 s · no aria-live region -->
AGENTIC OPERABILITY
••/100
0/100
Ready
PARTIALLY OPERABLE
Observable structure
landmarks
Parsable I/O
json-ld
Explicit guidance
intent
Ready on load
hydration
Annotated semantics
aria
Bounded autonomy
limits
Live feedback
aria-live
Executable interface
actions

01

Make your site ready for AI agents

Make your site ready for AI agents

AI agents are starting to browse and act on behalf of buyers, and Chrome and Cloudflare are already shipping standards for it. We audit whether AI can reach, read, trust and use your site, then fix what blocks it so you are ready for your category’s agentic future.

AI agents are starting to browse and act on behalf of buyers, and Chrome and Cloudflare are already shipping standards for it. We audit whether AI can reach, read, trust and use your site, then fix what blocks it so you are ready for your category’s agentic future.

Agentic readiness score

Machine-readable actions

Structured data

AI crawler access

Indexation

WebMCP

Client quote goes here

Name

Role, Company

02

Become the source AI quotes

Become the source AI quotes

Publishing more content does not get you cited. We engineer every piece with the evidence, structure and phrasing that language models quote, backed by original research, real customer voice and direct answers to the questions your buyers ask.

Publishing more content does not get you cited. We engineer every piece with the evidence, structure and phrasing that language models quote, backed by original research, real customer voice and direct answers to the questions your buyers ask.

Original research

Editorial articles

Landing pages

LinkedIn posts

Video

Brand-voice match

Human review

Client quote goes here

Name

Role, Company

03

Get recommended where AI looks

Get recommended where AI looks

AI engines and Google trust third-party sources more than your own site. We map the publications, communities and review sites cited in your category, earn you a place on them, and deliver the content for each source, from LinkedIn and YouTube to reviews and forums.

AI engines and Google trust third-party sources more than your own site. We map the publications, communities and review sites cited in your category, earn you a place on them, and deliver the content for each source, from LinkedIn and YouTube to reviews and forums.

Digital PR

LinkedIn and YouTube

Review sites

Communities

Targeted link building

Client quote goes here

Name

Role, Company

04

Know where you stand in AI answers

Know where you stand in AI answers

AI answers shift from prompt to prompt, so a screenshot proves nothing. We sample hundreds of real buyer prompts across ChatGPT, Claude, Perplexity and Gemini to measure share of voice, citation rate and how accurately AI describes you, tracked in the PointWise platform.

AI answers shift from prompt to prompt, so a screenshot proves nothing. We sample hundreds of real buyer prompts across ChatGPT, Claude, Perplexity and Gemini to measure share of voice, citation rate and how accurately AI describes you, tracked in the PointWise platform.

AI visibility tracking

Share of voice

Citation rate

AI perception

Competitor benchmark

Monthly recalibration

Client quote goes here

Name

Role, Company

AEO case studies for B2B SaaS teams

We tackle real business challenges with smart AI solutions that make work simpler, faster, and more effective

Our first AEO case studies are on the way.

indigitall
Soon
Itaca Technologies
Soon

DELIVERABLES

What you get from an AEO engagement

Share of voice% of buyer prompts that name you+12 ptsChatGPT62%Gemini48%Claude41%Perplexity55%AI Overviews33%

MONITORING

AI visibility monitoring

Your share of voice, citations and sentiment, tracked across ChatGPT, Gemini, Claude, Perplexity and Google AI Overviews and benchmarked against named competitors every month.

ARTICLETL;DR blockFAQ schemaCited by ChatGPT

CONTENT

Content production

Net-new articles and landing pages written and structured as direct answers to the questions your buyers ask, delivered ready to publish.

PAGELAST UPDATESTATUS/best-crm-for-saas20232026Refreshed/ai-seo-guide20242026Refreshed/pricing-benchmarks20222026Merging/integrations-list2023queuedQueued

REFRESH

Content refreshes

Decay-scored audits show which pages are slipping. We refresh, consolidate or prune them to recover rankings and citations.

PWPointWiseAEO agency14832 commentsShareLinkedIn

SOCIAL AND VIDEO

LinkedIn, YouTube and social

The posts, articles and videos for the channels AI cites, made for you and ready to publish, with video produced using HeyGen and ElevenLabs.

86/ 100AGENT READYllms.txt publishedSchema.org markupAI crawlers allowedServer-rendered contentClean heading structureFixing

TECHNICAL

Agent-readiness fixes

Your site audited and fixed against agentic standards: structured data, machine-readable actions and AI crawler access.

Industry ReviewOct 2026“Among the best AEO partners:PointWiseAI ANSWERS CITING4 of 5+3Earned link

OFF-PAGE

Digital PR and earned mentions

Placements in the publications and review sites that AI engines cite in your category, with the content written for each one.

Frequently asked questions

Have more questions?

SEO optimizes pages to rank in a list of links. AEO optimizes for being named and cited inside the answer an AI engine writes. That moves the work from keywords and backlinks toward entity clarity, factual accuracy, structured content and a presence on the third-party sources AI engines trust. The goal is no longer to rank first, it is to be the brand the answer recommends.

PointWise views AEO as an advanced evolution of search, where traditional SEO fundamentals like site architecture and technical hygiene remain the essential “rails” for AI trust. By layering specialized Answer-First engineering onto established SEO foundations, PointWise ensures your brand captures both traditional organic clicks and modern generative recommendations.

ChatGPT, Gemini, Claude, Perplexity, Microsoft Copilot, Grok and Google AI Overviews, plus classic Google search. We track the same buyer prompts across all of them, because each engine cites different sources.

We sample hundreds of real buyer prompts across the engines and track share of voice, citation rate, position in the answer and how accurately AI describes you, benchmarked against named competitors. It all lives in the PointWise platform, and we tie every movement back to the specific actions we shipped.

Measuring generative impact requires moving beyond traditional clicks to track Share of Voice (SoV) and Citation Share inside LLM responses. PointWise complements this data with specialized “How Did You Hear About Us” (HDYHAU) surveys to capture high-intent leads who discover your brand in AI chats but ultimately convert through direct search.

It answers the buyer’s question directly, is structured so engines can extract it, is backed by evidence and cited sources, and is written in your brand voice by people who know the category. We also place it on the sources AI already trusts, not only on your own site.

PointWise utilizes specialized semantic mining of sales calls and community discussions to identify the “frontier questions” that define today’s conversational discovery. We transform this data into high-velocity Atomic Pages that PointWise optimizes to satisfy the exact intent of complex, 60-word long-tail queries that traditional tools often miss.

Modern AI models prioritize “Digital Consensus” across diverse citation sets, like Reddit, Wikipedia and specialized media, rather than relying on a single high-ranking link. PointWise bridges this gap by seeding your brand across the specific external sources that AI agents use to validate truth, moving beyond single-site rankings to secure widespread generative visibility.

LLMs prioritize citing sources that provide high “Information Gain,” such as proprietary data sets or unique expert insights that don’t exist elsewhere in their training data. The strategy implemented by PointWise integrates your company’s exclusive metrics and internal expertise into your digital infrastructure, forcing AI models to reference PointWise-optimized content as the primary source of truth.

PointWise defines Agent Experience (AX) as the technical optimization of your digital infrastructure for bot legibility, ensuring AI crawlers can ingest your data without JavaScript barriers. By deploying specialized protocols like llms.txt and deep entity schema, PointWise builds the high-speed “highway” that allows AI agents to synthesize your content without hallucinations or errors.

Technical fixes and refreshed pages can start showing up in AI answers within weeks, while new citations and share of voice usually build over a few months as engines re-crawl and re-weigh sources. We report progress every month so you can see what is moving and why.

PointWise leverages programmatic publishing to deploy Answer-First updates in days, often securing LLM citations much faster than traditional long-term SEO rankings. While deep authority builds over time, our agile workflows allow brands to outpace “content decay” and capture immediate real estate in AI Overviews and chat interfaces.

Frequently asked questions

Have more questions?

SEO optimizes pages to rank in a list of links. AEO optimizes for being named and cited inside the answer an AI engine writes. That moves the work from keywords and backlinks toward entity clarity, factual accuracy, structured content and a presence on the third-party sources AI engines trust. The goal is no longer to rank first, it is to be the brand the answer recommends.

PointWise views AEO as an advanced evolution of search, where traditional SEO fundamentals like site architecture and technical hygiene remain the essential “rails” for AI trust. By layering specialized Answer-First engineering onto established SEO foundations, PointWise ensures your brand captures both traditional organic clicks and modern generative recommendations.

ChatGPT, Gemini, Claude, Perplexity, Microsoft Copilot, Grok and Google AI Overviews, plus classic Google search. We track the same buyer prompts across all of them, because each engine cites different sources.

We sample hundreds of real buyer prompts across the engines and track share of voice, citation rate, position in the answer and how accurately AI describes you, benchmarked against named competitors. It all lives in the PointWise platform, and we tie every movement back to the specific actions we shipped.

Measuring generative impact requires moving beyond traditional clicks to track Share of Voice (SoV) and Citation Share inside LLM responses. PointWise complements this data with specialized “How Did You Hear About Us” (HDYHAU) surveys to capture high-intent leads who discover your brand in AI chats but ultimately convert through direct search.

It answers the buyer’s question directly, is structured so engines can extract it, is backed by evidence and cited sources, and is written in your brand voice by people who know the category. We also place it on the sources AI already trusts, not only on your own site.

PointWise utilizes specialized semantic mining of sales calls and community discussions to identify the “frontier questions” that define today’s conversational discovery. We transform this data into high-velocity Atomic Pages that PointWise optimizes to satisfy the exact intent of complex, 60-word long-tail queries that traditional tools often miss.

Modern AI models prioritize “Digital Consensus” across diverse citation sets, like Reddit, Wikipedia and specialized media, rather than relying on a single high-ranking link. PointWise bridges this gap by seeding your brand across the specific external sources that AI agents use to validate truth, moving beyond single-site rankings to secure widespread generative visibility.

LLMs prioritize citing sources that provide high “Information Gain,” such as proprietary data sets or unique expert insights that don’t exist elsewhere in their training data. The strategy implemented by PointWise integrates your company’s exclusive metrics and internal expertise into your digital infrastructure, forcing AI models to reference PointWise-optimized content as the primary source of truth.

PointWise defines Agent Experience (AX) as the technical optimization of your digital infrastructure for bot legibility, ensuring AI crawlers can ingest your data without JavaScript barriers. By deploying specialized protocols like llms.txt and deep entity schema, PointWise builds the high-speed “highway” that allows AI agents to synthesize your content without hallucinations or errors.

Technical fixes and refreshed pages can start showing up in AI answers within weeks, while new citations and share of voice usually build over a few months as engines re-crawl and re-weigh sources. We report progress every month so you can see what is moving and why.

PointWise leverages programmatic publishing to deploy Answer-First updates in days, often securing LLM citations much faster than traditional long-term SEO rankings. While deep authority builds over time, our agile workflows allow brands to outpace “content decay” and capture immediate real estate in AI Overviews and chat interfaces.

Frequently asked questions

Have more questions?

SEO optimizes pages to rank in a list of links. AEO optimizes for being named and cited inside the answer an AI engine writes. That moves the work from keywords and backlinks toward entity clarity, factual accuracy, structured content and a presence on the third-party sources AI engines trust. The goal is no longer to rank first, it is to be the brand the answer recommends.

PointWise views AEO as an advanced evolution of search, where traditional SEO fundamentals like site architecture and technical hygiene remain the essential “rails” for AI trust. By layering specialized Answer-First engineering onto established SEO foundations, PointWise ensures your brand captures both traditional organic clicks and modern generative recommendations.

ChatGPT, Gemini, Claude, Perplexity, Microsoft Copilot, Grok and Google AI Overviews, plus classic Google search. We track the same buyer prompts across all of them, because each engine cites different sources.

We sample hundreds of real buyer prompts across the engines and track share of voice, citation rate, position in the answer and how accurately AI describes you, benchmarked against named competitors. It all lives in the PointWise platform, and we tie every movement back to the specific actions we shipped.

Measuring generative impact requires moving beyond traditional clicks to track Share of Voice (SoV) and Citation Share inside LLM responses. PointWise complements this data with specialized “How Did You Hear About Us” (HDYHAU) surveys to capture high-intent leads who discover your brand in AI chats but ultimately convert through direct search.

It answers the buyer’s question directly, is structured so engines can extract it, is backed by evidence and cited sources, and is written in your brand voice by people who know the category. We also place it on the sources AI already trusts, not only on your own site.

PointWise utilizes specialized semantic mining of sales calls and community discussions to identify the “frontier questions” that define today’s conversational discovery. We transform this data into high-velocity Atomic Pages that PointWise optimizes to satisfy the exact intent of complex, 60-word long-tail queries that traditional tools often miss.

Modern AI models prioritize “Digital Consensus” across diverse citation sets, like Reddit, Wikipedia and specialized media, rather than relying on a single high-ranking link. PointWise bridges this gap by seeding your brand across the specific external sources that AI agents use to validate truth, moving beyond single-site rankings to secure widespread generative visibility.

LLMs prioritize citing sources that provide high “Information Gain,” such as proprietary data sets or unique expert insights that don’t exist elsewhere in their training data. The strategy implemented by PointWise integrates your company’s exclusive metrics and internal expertise into your digital infrastructure, forcing AI models to reference PointWise-optimized content as the primary source of truth.

PointWise defines Agent Experience (AX) as the technical optimization of your digital infrastructure for bot legibility, ensuring AI crawlers can ingest your data without JavaScript barriers. By deploying specialized protocols like llms.txt and deep entity schema, PointWise builds the high-speed “highway” that allows AI agents to synthesize your content without hallucinations or errors.

Technical fixes and refreshed pages can start showing up in AI answers within weeks, while new citations and share of voice usually build over a few months as engines re-crawl and re-weigh sources. We report progress every month so you can see what is moving and why.

PointWise leverages programmatic publishing to deploy Answer-First updates in days, often securing LLM citations much faster than traditional long-term SEO rankings. While deep authority builds over time, our agile workflows allow brands to outpace “content decay” and capture immediate real estate in AI Overviews and chat interfaces.

FREE AI VISIBILITY CALL

Find out if AI recommends your brand

In 30 minutes we show you which AI answers mention you today, who they recommend instead, and the first three fixes we would make.