How do AI overviews and AI answer engines impact organic traffic? Read the study

Winning methods: how successful CMOs navigate their first 90 days. Read the guide

Future-proofing your content team in the world of AI: Read the insights

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ANSWER ENGINE OPTIMIZATION AGENCY

Get cited in AI answers

Productive Shop’s answer engine optimization (AEO) services get your brand named when buyers ask ChatGPT, Perplexity or Google AI Mode which vendor solves their problem. We find the prompts worth winning, then build the content and technical setup that earn the citation.

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Backed by SaaS brands earning AI citations

WHAT TO EXPECT

Your brand becomes the answer

Productive Shop runs hundreds of buyer prompts across ChatGPT, Perplexity, Google AI Overviews and Gemini, flagging exactly where you’re not getting cited. Then we rank the gaps by citation and traffic potential and close the highest-ranked gaps first.

  • Backed by automation, run by specialists

    Sorge, our marketing platform, watches every tracked engine for new citation opportunities, and our specialists drive them into your SEO and GEO program.

  • Buyer-prompt targeting

    A prompt library built around buyer questions that generate a vendor list, so your brand lands on it.

  • Google AI Mode focus

    Visibility built for Google AI Mode specifically, the fastest-growing place buyers see before traditional results.

  • Problem-first positioning

    Buyers type the problem they’re facing into AI search, not product names, so your site leads with the same problem language.

WHY WORK WITH US

Partner with a team that has tracked AI citations since day one

We’ve run AI citation campaigns across our SaaS client portfolio since answer engines first started shaping buyer research. We know what works in B2B search and use automation to get there faster.

See exclusive AI search research
LLM tracking attribution analytics dashboard

WIN RATE

100%

Clients cited in AI answers

PERFORMANCE

15x

Average client growth in AI-driven traffic

SPEED

3 weeks

Time to first AI citation

COVERAGE

6 engines

AI platforms tracked and optimized for

WHAT TECH LEADERS SAY ABOUT US

Hear it from brands already winning in AI answers

Rob O'Doherty — VP of Marketing, Keen Decision Systems

Rob O’Doherty

VP of Marketing, Keen Decision Systems

“When we started with Productive Shop, ranking in AI search wasn’t part of the conversation. A year later, we’re showing up in AI Overviews for the terms that matter most to our buyers.”

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VP of Marketing

KYC brand

“Productive Shop future-proofed our entire digital presence. By securing a 608% increase in AI conversions and a 358% surge in LLM traffic, they made sure we’re the trusted source when buyers use tools like ChatGPT or Perplexity.”

View case study

HOW WE'VE HELPED

Proof in citations, conversions and pipeline

  • HOSPITALITY TECHNOLOGY

    Canary Technologies: Winning share of voice in AI answers

    • SEO and AEO Strategy Research

    • Content Enrichment and Repurposing

    • Technical SEO and Schema Implementation

    View case study

    +1,550%

    growth in AI keyword citations

    +1,200%

    increase in AI demo submissions

    +588%

    increase in LLM/AI traffic

    Case study canary technologies homepage

  • MARKETING OPERATING SYSTEM

    Keen: Turning AI Overview visibility into pipeline

    • SEO Consulting

    • Editorial Calendar

    • Content Writing

    • Technical SEO

    View case study

    +7,833%

    growth in AI Overview citations

    +520%

    increase in AI-driven conversions

    +43%

    boost in total organic conversions

    Case study keen marketing measurement collage

OUR TECH STACK

The AI platforms and tools we track and optimize for

AI platforms

Tracking tools

WHAT WE OFFER

Answer engine optimization services that make AI engines cite you by name

  • Prompt identification

    Build a prioritized list of buyer questions that return a vendor list — like “best platform for making my data AI-ready” — so you know exactly which prompts to win first.

    Before

    • No visibility into which AI questions drive a vendor comparison

    With Productive Shop

    • A prompt library built only from vendor-intent questions

  • Prompt mapping

    Match every buyer question to a page on your site, existing or planned, so no prompt worth winning is left without an answer.

    Before

    • Buyer questions with no page built to answer them

    With Productive Shop

    • Every question mapped to a current or planned page

  • AEO-ready content

    Draft new pages, blog posts and FAQs that answer buyer questions directly, in the format AI engines actually pull answers from.

    Before

    • Content aimed at search rankings, not written for AI to quote directly

    With Productive Shop

    • New content built in the direct, quotable format AI engines cite

  • Prompt insertion

    Rewrite the page that already ranks for a buyer question to call out your brand and the exact problem it solves, so AI engines have the specifics they need to quote you.

    Before

    • AI crawls your pages but never mentions your brand in its answers

    With Productive Shop

    • Pages written so AI names and credits your brand in its answers

  • Structured data and AI crawling setup

    Add the schema markup, llms.txt and llms-full.txt files that tell AI crawlers exactly what’s on your pages, so nothing gets missed or misread.

    Before

    • No schema or llms.txt, so engines guess at your content

    With Productive Shop

    • Schema and llms.txt files built for AI crawlers to read

  • Machine readability and performance

    Fix the Core Web Vitals issues that slow AI crawlers down and add WebMCP support, so your pages get retrieved instead of skipped.

    Before

    • Pages too slow or unstructured for AI crawlers to parse

    With Productive Shop

    • Pages built to load fast and parse cleanly

  • External source optimization

    Establish your presence on G2, LinkedIn, Reddit and relevant listicles, as these are the outside sources AI engines cite most. This way, your brand backs up what your site already claims.

    Before

    • No presence on the third-party sources AI engines check

    With Productive Shop

    • Active presence on G2, LinkedIn, Reddit and listicles

RELATED SERVICES TO WIN IN SEARCH

Pair AEO with the full program

  • GEO

    Extend the same AI-citation work across your blog and content library, not just buyer-intent pages.

    Explore GEO

  • LLM tracking and attribution

    Track which AI engines send traffic and conversions to your site, and prove the ROI of every citation.

  • GEO content writing

    Get pages written in the clear, quotable format AI engines pull answers from.

  • SEO consulting

    Get strategic guidance on the SEO fundamentals that both AEO and GEO build on.

    Explore SEO

HOW TO WORK WITH US

You get a dedicated team and automations that never miss a citation opportunity

Every AEO engagement follows the same model: our client success team leads it, specialists turn buyer prompts into new content and AI citations, and Sorge watches every tracked engine for what happens next.

  1. Kickoff and prompt prioritization

    Our client success, search and content teams become specialists in your business and competitors, then we lock the priority buyer prompts and decide which pages will answer them.

  2. Content build and technical rollout

    We create new content, rewrite existing pages and handle the technical setup, schema and llms.txt in the same sprint, so content and technical work move together instead of one waiting on the other.

  3. First citation, around three weeks

    Most brands earn their first AI citation around three weeks in. Subsequent citations come faster once an engine has already cited you once.

  4. Daily citation and coverage monitoring

    Sorge, our intelligent platform, automatically tracks new citation opportunities day to day, so the team can adjust before a prompt drifts out of reach.

  5. Reporting and prompt library expansion

    Our team reports citations, AI referral traffic and AI referral conversions on a set cadence, with live numbers visible anytime inside Sorge, then expands the prompt library to the next set of buyer questions.

RESOURCES

Insights to keep you ahead of AI search

GET IN TOUCH

Let’s get your brand cited in AI answers

Productive Shop’s B2B answer engine optimization services are built around the exact questions your buyers are already asking. Talk to us to see where AI cites you today and where it should.

Frequently asked questions

Answer engine optimization (AEO) is the practice of getting a brand cited inside the answers generated by AI engines such as ChatGPT, Perplexity, Gemini, Claude, AI Overviews and Google AI Mode. AEO works by supplying these engines with clear information about the problems a product solves, so they name that brand when a buyer asks.

Working with an answer engine optimization agency like Productive Shop means a dedicated team builds the prompt library, writes the content and tracks the citations, so nothing falls through the cracks between strategy and execution.

B2B SaaS brands care about answer engine optimization (AEO) because buyers now ask AI tools which vendors solve their problem before they ever visit a website or compare pricing pages. A brand left out of that first answer never makes the shortlist, and the buyer never knows it existed as an option.

AEO also rewards specialists over generalists. Productive Shop runs answer engine optimization for B2B full-time:

  • Tracking citations across six engines
  • Building and maintaining the prompt library
  • Keeping the technical layer current

We give the kind of daily attention an in-house marketer juggling other priorities can’t spare. The same team and Sorge, our marketing operating system, track results on every engagement.

Answer engine optimization (AEO) is different from search engine optimization (SEO) in what it targets. SEO ranks a page in the traditional serp results. AEO puts a brand inside the answer an AI engine generates. When you work with Productive Shop, the same search and content team runs both, so your AEO strategy builds on your SEO work instead of duplicating it or pulling it in a different direction.

Strategy element SEO AEO
Goal Rank in search results Get cited in AI-generated answers
Success metric Rankings and organic traffic Citations and AI referral traffic
Content focus Target keywords Buyer prompts with vendor intent
Team Search and content team Same search and content team

Productive Shop is a full marketing agency, so we can help with your enterprise SEO, too.

Answer engine optimization (AEO) works for B2B software companies by getting a brand cited across every stage of a research process that often involves several people:

  • The end user is comparing features
  • The economic buyer is weighing cost and risk
  • The technical buyer is checking security or integration

Productive Shop builds a prompt library that covers queries from all three buyers, then tracks which ones actually earn a citation.

Productive Shop measures the success of an answer engine optimization (AEO) strategy by tracking:

  • Citations earned across every tracked engine, including ChatGPT, Perplexity, Gemini, Claude, AI Overviews and Google AI Mode.
  • AI referral traffic, the sessions landing on the site directly from an AI engine’s answer.
  • AI referral conversions, the leads and signups that traffic actually produces.

The best agency for optimizing SaaS for AI answer engines treats answer engine optimization (AEO) as an extension of an existing search engine optimization (SEO) program instead of a separate line item, since both run on the same technical and content foundation, and reports citation and AI-referral-traffic numbers instead of just rankings, since rankings alone don’t show whether AI engines actually cite the brand.

Productive Shop runs AEO with the same search and content team behind its SEO work and reports citations, AI referral traffic and AI referral conversions on every engagement.

The best answer engine optimization solution for enterprise software companies names the specific problems a product solves instead of just its features, since that is the language buyers type into AI search.

Productive Shop builds the best AEO solutions with:

  • A prompt library of vendor-intent questions.
  • New and rewritten pages that answer those prompts directly.
  • The technical layer AI engines need to read it: schema, llms.txt and Core Web Vitals.