AI visibility, GEO, and AEO insights

Latest articles

• What an AI visibility platform does, and when you need one

  An AI visibility platform measures whether ChatGPT, Claude, Perplexity, and Gemini name your business. What these platforms track, how they differ, and when a one-time scan is enough.

  Published September 7, 2026 · Updated September 8, 2026 · 6 min read

• Answer engine optimization tools: what the categories are and what each one does

  Answer engine optimization tools measure and improve whether AI answer engines cite your business. The five categories, what each measures, and how to pick one.

  Published September 7, 2026 · Updated September 8, 2026 · 5 min read

• How to measure AI visibility: a repeatable method

  How to measure AI visibility with repeated prompts across ChatGPT, Claude, Perplexity, and Gemini — what to record, what counts as a result, and what the numbers cannot tell you.

  Published September 7, 2026 · Updated September 8, 2026 · 6 min read

• LLM SEO tools: what they measure and how to choose one

  LLM SEO tools measure whether large language models cite your business and why. What they track, how they differ from traditional SEO tools, and how to choose.

  Published September 7, 2026 · Updated September 8, 2026 · 5 min read

• AI Overview tracker: how to track Google AI Overviews

  Build an AI Overview tracker with Search Console, repeatable checks, and a worksheet that separates eligibility from observed citations.

  Published August 30, 2026 · Updated September 8, 2026 · 4 min read

• AI applications in business — 15 practical examples

  Explore 15 practical AI applications in business, what each one improves, the evidence to measure, and the risks to control before scaling.

  Published August 30, 2026 · Updated August 30, 2026 · 8 min read

• AI impact on business — benefits, risks, and response

  Understand AI's impact on business across productivity, customer discovery, risk, skills, and competition, with a practical response plan for leaders.

  Published August 30, 2026 · Updated August 30, 2026 · 7 min read

• Where ChatGPT gets its information and sources

  Learn where ChatGPT gets information, when web search adds citations, and how to check whether a cited page supports an answer.

  Published August 30, 2026 · Updated August 30, 2026 · 4 min read

• Claude web search: how it works and what publishers should measure

  Understand Claude web search, its citations, progressive research behavior, and the publisher checks that make answers easier to verify.

  Published August 30, 2026 · Updated August 30, 2026 · 4 min read

• Google AI competitors — search and research alternatives

  Compare Google AI competitors including ChatGPT, Perplexity, Claude, and Microsoft Copilot by search experience, citations, research, and business fit.

  Published August 30, 2026 · Updated August 30, 2026 · 7 min read

• How to rank in Google AI Overviews

  Learn how to rank in Google AI Overviews using sound SEO, original evidence, crawlable pages, clear answers, and practical measurement steps.

  Published August 30, 2026 · Updated August 30, 2026 · 7 min read

• HTML vs Markdown for AI search: what crawlers receive

  HTML vs Markdown for AI search explained: compare crawlability, visible content, links, and maintenance without assuming a format guarantees citations.

  Published August 30, 2026 · Updated August 30, 2026 · 4 min read

• Best AI search visibility tools in 2026 — what each one measures

  Compare the best AI search visibility tools for tracking mentions, citations, competitors, prompts, and traffic across ChatGPT, Claude, Gemini, and Perplexity.

  Published August 27, 2026 · Updated August 29, 2026 · 6 min read

• How to track AI citations by URL and source page

  A practical guide to tracking which URLs and source pages appear in AI answers, classifying citations, and turning citation changes into content actions.

  Published August 27, 2026 · Updated August 29, 2026 · 4 min read

• AI search referral traffic: how to measure visits and conversions

  Learn how to identify ChatGPT and AI search referral traffic, connect visits to conversions, and report attribution carefully despite incomplete tracking.

  Published August 27, 2026 · Updated August 27, 2026 · 4 min read

• AI visibility benchmarks: how to measure and publish credible results

  Learn how to design an AI visibility benchmark with a stable prompt set, transparent methodology, competitor context, and evidence that readers can verify.

  Published August 27, 2026 · Updated August 27, 2026 · 4 min read

• AI visibility client reporting: metrics agencies should include

  Build a useful AI visibility client report with prompt evidence, citations, competitors, trends, priorities, and clear next actions for GEO and SEO teams.

  Published August 27, 2026 · Updated August 27, 2026 · 4 min read

• AI visibility metrics explained: mentions, citations, and share of voice

  Learn what AI visibility metrics mean, how mentions differ from citations, and which measurements improve recommendations in ChatGPT and answer engines today.

  Published August 27, 2026 · Updated August 27, 2026 · 5 min read

• AI visibility monitoring vs. one-time audits: which do you need?

  Compare an AI visibility audit with recurring monitoring, including what each reveals, when to use it, and how to build a practical measurement loop today.

  Published August 27, 2026 · Updated August 27, 2026 · 4 min read

• AI visibility prompt library: 40 questions to track in AI search

  Build an AI visibility prompt set with 40 branded, category, local, comparison, problem, and source-discovery questions for ChatGPT and other answer engines.

  Published August 27, 2026 · Updated August 27, 2026 · 4 min read

• Otterly alternatives — when to use VisiScan, Peec, Profound, or Scrunch

  Looking for an Otterly alternative? Compare VisiScan, Peec AI, Profound, Scrunch, and manual tracking by monitoring depth, citations, competitors, and use case.

  Published August 27, 2026 · Updated August 27, 2026 · 5 min read

• AI visibility for agencies: tools, reports, and workflow

  Learn how agencies use AI visibility tools to scan clients, preserve answer evidence, report citations, and turn findings into prioritized fixes.

  Published August 26, 2026 · Updated September 8, 2026 · 4 min read

• AI search visibility for dentists

  A practical guide to AI search visibility for dentists: improve entity clarity, local evidence, service pages, and measurement without guarantees.

  Published August 26, 2026 · Updated August 27, 2026 · 5 min read

• AI visibility for SaaS companies

  Learn how SaaS companies can measure and improve AI visibility through clear entities, comparison pages, proof, citations, and repeatable buyer questions.

  Published August 26, 2026 · Updated August 27, 2026 · 3 min read

• How to audit AI crawler access to your website

  Learn how to audit AI crawler access to your website, protect private routes, and verify public pages are reachable by search and answer-engine crawlers.

  Published August 26, 2026 · Updated August 27, 2026 · 5 min read

• How to check schema markup on a website

  Learn how to check schema markup on a website with Google's Rich Results Test, Schema Markup Validator, and Search Console before you publish.

  Published August 26, 2026 · Updated August 27, 2026 · 5 min read

• How to measure local AI search visibility by city

  Learn how to measure local AI search visibility by city with fixed prompts, location controls, answer receipts, competitor tracking, and honest reporting.

  Published August 26, 2026 · Updated August 27, 2026 · 5 min read

• Schema Markup Validator vs Rich Results Test

  Compare Schema Markup Validator and Rich Results Test, what each tool checks, and when to use both before and after publishing a page for valid data.

  Published August 26, 2026 · Updated August 27, 2026 · 4 min read

• How to track competitor mentions in ChatGPT

  Learn how to track competitor mentions in ChatGPT with stable buyer prompts, repeat samples, citation records, and a simple comparison worksheet.

  Published August 26, 2026 · Updated August 27, 2026 · 5 min read

• How AI search works for home-service businesses

  Learn how AI search works for home-service businesses and how plumbers, electricians, and contractors can improve local entity clarity and evidence well.

  Published August 26, 2026 · Updated August 26, 2026 · 3 min read

• How to measure AI answer volatility

  Learn how to measure AI answer volatility with stable prompts, repeated samples, provenance fields, and a report that separates change from noise over time.

  Published August 26, 2026 · Updated August 26, 2026 · 4 min read

• AI business tools — the categories that matter for visibility

  Compare AI business tools by job: assistants, automation, analytics, and AI visibility measurement. Learn which category helps teams get found in AI answers.

  Published August 5, 2026 · Updated August 27, 2026 · 6 min read

• AI for business — where AI engines fit and how to be found inside them

  AI for business includes assistants, automation, analytics, and visibility. Learn how companies use tools and make sites easier for answer engines to cite.

  Published August 5, 2026 · Updated August 27, 2026 · 6 min read

• Best free AI tools — what's actually free and worth using

  Compare the best free AI tools, where free tiers stop, and which options help with research, writing, automation, and everyday work for your team and marketing.

  Published August 5, 2026 · Updated August 27, 2026 · 6 min read

• ChatGPT for business — how companies actually show up in answers

  Learn how businesses appear in ChatGPT answers, what signals influence brand mentions, and practical steps to make your company easier to cite online.

  Published August 5, 2026 · Updated August 27, 2026 · 5 min read

• ChatGPT for free — what the free tier covers and how to use it well

  A practical breakdown of using ChatGPT for free, what the free tier includes, and how to get better answers without paying for everyday work.

  Published August 5, 2026 · Updated August 26, 2026 · 6 min read

• Free AI search engines — the tools reshaping how people find businesses

  Learn what free AI search engines are, how they differ from classic search, and how to structure your business for answer-engine discovery and customers.

  Published August 5, 2026 · Updated August 26, 2026 · 5 min read

• AI search visibility tools — how to choose the right category

  Compare AI search visibility tools by category, evidence, engine coverage, and monitoring. Learn what to buy, what to skip, and how to evaluate results.

  Published August 4, 2026 · Updated August 30, 2026 · 9 min read

• AI monitoring tools — what to track and how to choose one

  AI visibility monitoring tools track whether your business is mentioned, cited, or recommended by answer engines. Learn what to monitor and how to choose one.

  Published August 4, 2026 · Updated August 29, 2026 · 10 min read

• AI visibility scanner — what it is and how scanner AI works

  An AI visibility scanner tests whether answer engines mention, cite, or recommend your business. Learn what a scanner measures and how to interpret results.

  Published August 4, 2026 · Updated August 29, 2026 · 10 min read

• AI schema — structured data that helps answer engines read your pages

  AI schema is Schema.org JSON-LD that helps ChatGPT, Claude, Perplexity, and Gemini understand your pages. Learn what to mark up and how to check it today.

  Published August 4, 2026 · Updated August 26, 2026 · 8 min read

• ChatGPT for work — practical ways teams actually use it

  A grounded guide to using ChatGPT for work, from drafting and research to workflows, with the data and access limits teams need for safer adoption.

  Published August 4, 2026 · Updated August 26, 2026 · 10 min read

• Ways to use ChatGPT — practical patterns that actually save time

  A grounded list of ways to use ChatGPT across writing, research, coding, and planning, with boundaries teams should know before relying on it at work.

  Published August 4, 2026 · Updated August 26, 2026 · 9 min read

• Is ChatGPT free? What the free and paid tiers actually cover

  Is ChatGPT free? See what the free tier includes, how paid plans differ, and when an upgrade is worth it for individuals, teams, and your budget.

  Published August 4, 2026 · Updated August 8, 2026 · 7 min read

• Questions for ChatGPT — examples and how to ask well

  A practical set of questions for ChatGPT across work, research, and everyday use, plus phrasing patterns that get clearer, more useful answers today.

  Published August 4, 2026 · Updated August 8, 2026 · 9 min read

• Best AI visibility tools for local businesses

  Compare the best AI visibility tools for local businesses by engine coverage, local prompts, answer evidence, citations, and public pricing.

  Published July 30, 2026 · Updated August 29, 2026 · 10 min read

• How to get your business cited by ChatGPT

  Learn how to get cited by ChatGPT by making your business easier for answer engines to find, verify, and cite with a practical checklist.

  Published July 30, 2026 · Updated August 29, 2026 · 11 min read

• How to choose an AI visibility scanner

  Compare AI visibility scanners by engine coverage, answer evidence, citation tracking, repeatability, and monitoring depth to choose the right tool today.

  Published July 30, 2026 · Updated August 26, 2026 · 10 min read

• GEO vs SEO vs AEO: Differences, Examples, and Google AI Overviews

  Compare GEO, SEO, and AEO, including how to rank in Google AI Overviews and how generative systems retrieve, cite, and recommend businesses.

  Published July 25, 2026 · Updated August 29, 2026 · 13 min read

• Is my business showing up on ChatGPT? Here's how to check

  There's no dashboard for how AI models talk about your business. Here's how to manually check what ChatGPT, Claude, Perplexity, and Gemini say about you.

  Published July 25, 2026 · Updated August 29, 2026 · 10 min read

• We ran VisiScan on VisiScan: our day-one AI visibility score

  We pointed our AI visibility audit at visiscan.app. Read the honest day-one score, what it measured, and why publishing the baseline matters for follow-up.

  Published July 25, 2026 · Updated August 27, 2026 · 8 min read