answer-engine-optimization
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Your AI Visibility Dashboard Cannot Publish the Missing Proof
Profound and Evertune can show brands where AI search leaves them out. YesPress addresses the layer their dashboards do not: a public, editorial record answer engines can cite.
AI Search Has a Measurement Problem
Profound and Evertune are building the scoreboards for a world where brands compete inside AI answers. Their dashboards can reveal who gets mentioned and cited, but measurement is only the beginning of the work.
Scrunch Spent Two Years Teaching Robots to Read Your Website - Then Sold for $225 Million
Chris Andrew bet that AI chatbots, not Google, would become the front door to every brand. Twenty-six months and $26 million in venture money later, Sitecore agreed - and bought the company for a reported $225 million.
Moburst Started With One Client. Now It Wants to Be Marketing’s Operating System
The mobile-first agency grew from app-store optimization into a 29-unit growth stack. Its next act combines acquisitions, Amazon expertise and proprietary AI tools under one roof.
Yotpo Bet on Everything. Then It Chose Trust.
The e-commerce software company spent years assembling an all-in-one retention suite. Now it is making a narrower wager: that authentic reviews, useful rewards and the data beneath them will matter even more when shoppers ask AI what to buy.
The Marketing Agency That Knows Your Mailbox Is Still a Media Channel
Amsive connects consumer data, search, media, creative, and industrial-scale mail into one performance system. The proposition is practical: find the next best customer, reach them in more than one place, and prove what happened afterward.
Botify
Botify is an enterprise platform that helps large brands stay discoverable across search engines and AI assistants. Founded in Paris in 2012 and now headquartered in New York, it combines large-scale website crawling, server-log analysis, AI-driven recommendations and automation to protect and grow organic traffic. As search shifts toward AI answers and shopping agents, Botify has repositioned around 'agentic AI' visibility, serving 500+ brands including Marriott, Expedia, Farfetch, Macy's and The New York Times.
Ocula Technologies
The Belfast company builds AI agents that rewrite millions of product listings so retailers surface in Google, ChatGPT and Perplexity alike. Backed by Castelnau and Lloyds, it is betting the next shopper won't be human.
YesPress Wants AI to Quote Your Startup, Not Skip It
B2B buyers now open ChatGPT before they open Google. YesPress builds machine-readable newsrooms so answer engines cite your product instead of scrolling past it.
Alex Halliday
He built his first traffic empire at 13, took a company public at 25, and now he is betting that the future of marketing is engineering, not copywriting.
The Six Tools Racing to Get Your Brand Into AI Answers
A new category of software has one job: making sure ChatGPT, Gemini and Perplexity name your company when a buyer asks. Five of them measure the gap. One writes the record that closes it.
YesPress
YesPress is an AI-native publishing platform that builds one authoritative, claimable page for the people, companies, and products shaping how we work, build, and live. Its tagline - 'Remarkable People, Exceptional Stories!' - frames long-read profiles and deep dives, while its companion Newsroom product lets founders, executives, and organizations keep a continuously updated, correctable record that AI systems and search engines surface accurately. Operated by UK-registered Source Platforms Ltd, YesPress positions itself at the intersection of editorial storytelling and generative-engine optimization.
Evertune AI
Evertune AI is a New York-based analytics and generative engine optimization (GEO) platform that measures and improves how brands appear inside AI assistants like ChatGPT, Gemini, Claude, and Perplexity. Founded in 2024 by veterans of The Trade Desk, it runs hundreds of thousands to over a million prompts per customer to score brand visibility, benchmark against competitors, and generate AI-optimized content. The company raised a $15M Series A in August 2025, led by Felicis Ventures.
Mimos
Mimos is a Y Combinator (S25) startup building an Answer Engine Optimization platform that helps regulated companies in health, finance, and legal get cited by AI search engines like ChatGPT, Perplexity, and Gemini. Founded by ex-Microsoft and ex-Amazon engineers Rohit Sirosh and Michael Korovkin, Mimos turns a firm's compliance expertise into an advantage, streamlining the path from insight to compliant, citation-ready content. The company started as a growth and intake system for plaintiff-side law firms before focusing on AI visibility for regulated industries.
Fashion AI Visibility
Fashion discovery is moving from search engines to answer engines. When shoppers ask ChatGPT, Gemini, Claude or Perplexity for the best minimalist label or the most sustainable brand, the names that surface are not the biggest ad spenders but the brands with the most public, structured knowledge for AI to cite. This YesPress Newsroom analysis lays out what large language models look for, why many direct-to-consumer fashion brands underperform despite strong paid-social businesses, and how an always-on newsroom turns internal expertise into compounding, citable assets.
Thenuka Karunaratne
Thenuka Karunaratne is the CEO and co-founder of daydream, a San Francisco startup building an AI-native agency for organic search that pairs SEO agents with human growth experts. He started making money from affiliate websites in high school, bootstrapped a streaming-search business called Flixed through college using programmatic SEO, and in September 2023 launched daydream with co-founder Shravan Rajinikanth. The company raised a $15M Series A in April 2026 led by WndrCo, bringing total funding to roughly $21M.
Brian Stempeck
Brian Stempeck is the CEO and co-founder of Evertune AI, a New York startup that helps brands measure and improve how they show up inside AI models like ChatGPT, Gemini, Claude and Perplexity. He spent 11 years on the executive team of The Trade Desk as employee number eight, serving as Chief Client Officer and later Chief Strategy Officer and a board member, and helped grow the company from a tiny team to a public company worth tens of billions. Before adtech he was a management consultant at Bain & Company and, earlier still, a political journalist. He founded Evertune in 2024 with former Trade Desk colleagues to build the category he calls Generative Engine Optimization.
AirOps
AirOps is a San Francisco-based software company that helps brands stay visible as search shifts from Google links to AI answer engines like ChatGPT, Perplexity, Gemini and Claude. Its platform combines visibility analytics with AI-assisted content creation and refresh workflows, letting marketing teams monitor how often they are cited by AI, find content gaps, and produce brand-consistent pages at scale. Founded in 2022 by Alex Halliday, Matt Hammel and Berna Gonzalez, AirOps raised a $40M Series B in November 2025 led by Greylock and counts Ramp, Webflow, Chime, Carta, Klaviyo and Kayak among its customers.
The AI Visibility Audit (Step-by-Step)
The AI Visibility Audit is a step-by-step method for checking how ChatGPT, Claude, and Gemini describe a brand. It runs a set of buyer-intent prompts across each engine, measures whether answers stay consistent, flags hallucinated or outdated facts, surfaces missing product knowledge and use cases, and turns the gaps into a ranked list of fixes. The goal is simple: know what the machines are saying about you before your customers ask them.
How AI Builds a Mental Model of Your Company
A plain-language field guide to how large language models decide what your company is, who it competes with, and whether to mention you at all. AI does not read a homepage the way a customer does. It assembles a mental model from six raw materials - entities, relationships, sources, repetition, consensus, and freshness - and the companies that understand those six levers are the ones that get named when someone asks an AI for a recommendation.
Why AI Doesn't Recommend Your Startup
A field guide to a quiet problem: when a customer asks ChatGPT, Perplexity, or Gemini for the best tool in your category, your startup never comes up. This story breaks down the five reasons AI models skip you - missing authority signals, sparse public information, weak documentation, few third-party mentions, and inconsistent messaging - and lays out how to fix each one. The core idea: AI doesn't invent authority, it reflects it. If the open web doesn't clearly, consistently, and repeatedly describe what you do, the model has nothing to recommend.
Peec AI
Peec AI is a Berlin-based software company that helps marketing teams measure and improve how their brand shows up in AI-generated answers. Its platform tracks a brand's visibility, ranking, sentiment and cited sources across ChatGPT, Perplexity, Gemini, Google AI Overviews and other generative engines, then recommends prompts and strategies to close gaps. Founded in early 2025 by Marius Meiners, Tobias Siwonia and Daniel Drabo, the company reached roughly $10M ARR within its first year and raised a $21M Series A led by Singular in November 2025.
The AI Content Consultant
Every platform shift mints a new profession. SAP gave us the SAP consultant. The mobile and search era gave us the certified digital marketer. YesPress argues the AI era is minting its own role - the AI Content Consultant - and is opening a training program to build the first cohort. The pitch: learn Answer Engine Optimization, help companies become the answer that ChatGPT, Perplexity and Google AI Overviews cite, and get in early on a job title that barely exists yet.
GEO vs SEO vs AEO Explained
SEO, AEO, and GEO are three overlapping disciplines describing how content gets found in the age of AI-mediated search. SEO ranks pages on Google and Bing. AEO optimizes for direct answers - featured snippets, voice, and AI Overviews. GEO optimizes for citation inside generative responses from ChatGPT, Perplexity, Claude, and Gemini. The 2026 consensus: they are additive, not substitutive.
Why Your Company Doesn't Exist to ChatGPT Yet
A field report on the quiet reason mid-sized companies vanish from AI answers: not quality, not product, not people, but publishing cadence. Salesforce and Microsoft publish daily. Most companies publish quarterly. The models cite what exists, and the rest becomes a guess.
AthenaHQ
AthenaHQ is a San Francisco AI-search optimization platform that helps brands see, measure, and improve how they appear inside generative engines like ChatGPT, Perplexity, Claude, and Gemini. Founded in 2025 by ex-Google Search and DeepMind PM Andrew Yan and ex-ServiceNow engineer Alan Yao, the Y Combinator-backed company treats GEO (Generative Engine Optimization) and AEO (Answer Engine Optimization) as the successor to traditional SEO, analyzing millions of AI responses to tell companies whether AI models recommend them - and what to change if they don't.
The Dashboard and the Printing Press: How Profound and YesPress Split the Job of Being Seen by a Machine
A head-to-head look at two companies fighting the same war from opposite trenches. Profound is the instrument panel — it measures how ChatGPT, Gemini, Claude and Perplexity talk about your brand. YesPress is the printing press — it manufactures the citable, on-the-record stories those engines actually quote. One tells you the score; the other puts points on the board. For scaleups, B2B startups, enterprise sales teams and employer-branding leaders, the two are less rivals than a dashboard and an engine bolted into the same machine.
The Ten Blue Links Are Dead. Long Live the One Answer.
For twenty years businesses fought for the click: rank #1, get the traffic, win the customer. That war is ending. Millions of buying decisions now begin inside ChatGPT and Google AI Overviews, where AI doesn't return ten blue links but a shortlist of a handful of recommendations, sometimes only one. This piece argues that the winners of the next five years won't have better SEO, they'll own the conversations AI has with their market by becoming the most credible, useful, and trustworthy source on the topics buyers care about. It offers a concrete exercise: write down the 25 questions your ideal customer asks before buying, ask the AI, and see whether you appear at all.
Ethan Smith
In this episode of Lenny's Podcast, Ethan Smith, CEO of Graphite and a veteran SEO expert, breaks down answer engine optimization (AEO) - the practice of getting your product to show up inside answers from ChatGPT, Gemini, Claude, and Perplexity. He explains why AEO is the second-biggest shift in his 18-year SEO career, how it differs from traditional SEO (the head and the tail are different), why being mentioned most often across citations matters more than ranking first, and shares a tactical seven-step playbook covering question research, tracking, landing pages, and off-site citation strategies across YouTube, Reddit, and affiliates. He also debunks widespread AEO misinformation and warns of the dangers of AI-generated content and model collapse.
AI Search & GEO: It's Just Good SEO (with Matt Kenyon)
In this Surfer-sponsored explainer, growth partner Matt Kenyon demystifies AI-driven search and 'generative engine optimization' (GEO). His core thesis: ranking in AI tools like ChatGPT and Google's AI Overviews isn't a mysterious new discipline, but rather an additional layer on top of solid, traditional SEO. He walks through writing content AI loves (natural-language question headings, EEAT, semantic richness, lists, tables, FAQs), technical crawlability considerations (robots.txt, GPTBot, Bingbot, HTML over JavaScript), the role of schema markup, and building authority and trust signals through backlinks, directory presence, and topical authority. He also introduces Surfer's AI Tracker for measuring brand mentions across LLMs.