The TopFound blog
Practical articles on SEO, AEO, GEO, and the work behind credible AI search visibility. Every post is written to answer a real question and make its sources and limits clear.
Field guides
Detailed answers, original examples, and practical methods for getting found in search.
AI Search
16 min read
“AI SEO” gets used for two different jobs: doing SEO with AI tools, and doing SEO for AI search engines. Both rest on the same foundations, and Google has written down where the lines are.
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AI Search
17 min read
Software companies don’t need more blog posts so much as the right pages, rendered so crawlers can read them, and measured against trials and pipeline. Here is how to build that, using Google’s own documentation.
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AI Search
15 min read
Google now gives every site a first-party view of AI Overview and AI Mode impressions. It answers some tracking questions well and others not at all. Here is how to fill the gaps without inventing a rank.
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AI Search
15 min read
Buyers read Reddit before they read your pricing page, and search engines and AI assistants have signed deals to read it too. Reddit SEO is how a SaaS team takes part honestly, and why the shortcuts backfire.
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AI Search
16 min read
ChatGPT ads are paid, labeled units that sit below ChatGPT’s answers. They can buy attention in a conversation, but OpenAI says they cannot change what the answer says, so organic AEO still decides whether ChatGPT names your brand.
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AI Search
15 min read
LLM SEO, also called LLM optimization or LLMO, is ordinary SEO aimed at a new reader: the retrieval systems behind AI assistants. It starts with letting the right crawlers in, then giving them pages that answer clearly enough to quote.
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AI Search
16 min read
A Google knowledge panel is generated from the Knowledge Graph, not bought or submitted. You earn the entity, then claim the panel and correct it.
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AI Search
16 min read
FAQ SEO no longer means chasing a rich result. It means answering the real follow-up questions on the page, in short, self-contained passages that people and AI systems can use.
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AI Search
17 min read
Semantic SEO means writing for meaning instead of matching strings: clear entities, complete topic coverage, and self-contained passages. That is also what answer engines need when they split a question into many searches.
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AI Search
17 min read
AI search engines answer a question in conversational prose and cite the web pages they used. Each one retrieves differently, but all of them reward pages that are crawlable, clear, and corroborated.
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AI Search
17 min read
AI SEO tools are software that use AI to help with search work, or that measure how AI answers treat your brand. Pick by job, not by a “best of” crown.
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AI Search
16 min read
AI brand monitoring is a dated log of what AI assistants say about your brand—mention, description, sentiment, citation, and entity accuracy—not a social listening feed.
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AI Search
17 min read
Google AI Mode is a conversational Search mode you open at google.com/ai, with supporting links. It is not an AI Overview, not the Gemini app, and not a placement you can buy.
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AI Search
18 min read
ChatGPT SEO is making public pages retrievable, accurate, and worth citing in ChatGPT—not a rank you can buy and not proof that any brand is already cited.
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AI Search
18 min read
LLM visibility is whether assistants name you, describe you accurately, and cite a source you accept—not a blue-link position and not a guaranteed placement.
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AI Search
17 min read
AI share of voice is a ratio on a frozen prompt set—not a rank, not a vanity score, and not the same artifact as an AI visibility report.
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AI Search
18 min read
An AI visibility report is a decision artifact: freeze prompts, separate metric rows, attach evidence, and leave with a backlog—not a fake #1 score.
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AI Search
18 min read
Entity SEO is consistency work: one company, one product story, verifiable relationships—so Search and answer engines can credit the right brand.
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AI Search
18 min read
A Claude-specific eligibility guide for SaaS teams—access, quotable evidence, and measurement—not Agent Skills tutorials or citation guarantees.
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AI Search
18 min read
A SaaS playbook for Gemini-powered Search AI features and Gemini answers—classic SEO foundations plus answer-ready pages, not a second generic AI Overviews explainer.
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GEO & AEO Strategy
18 min read
An educational GEO definition and SaaS how-to for generative engines—deep practice, not another acronym comparison or service brochure.
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AI Search
17 min read
A Perplexity-specific educational guide for SaaS teams—citation eligibility through evidence and structure, not generic AEO reuse or analytics theater.
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AI Search
21 min read
AI search optimization is still SEO at its core, plus a few new crawlers, controls, and reports. This playbook covers what each engine documents, what to ship first, and how to measure it without inventing a rank.
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AI Search
17 min read
Know what AI visibility means before you buy a tool, build a report, or start optimizing: appearance, inclusion, citation quality, and competitive share as one shared language.
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AEO Strategy
17 min read
An educational evaluation guide for buyers who need clarity on scope, evidence, and fit—not a pricing table disguised as a blog.
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AI Search
17 min read
Improve the odds that AI systems cite your brand with a repeatable process—not a secret schema toggle or guaranteed placement claim.
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AI Search
16 min read
AI Overviews reward helpful, crawlable pages—not a secret schema trick. Here is a workflow your team can run this month.
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AEO Strategy
16 min read
Tools watch answer engines. Categories and limits matter more than a “best of” list that ages in a week.
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AI Search Measurement
16 min read
A metric-layer buyer guide for teams who need answer-engine visibility data—not another blended “AI score.”
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AEO Technical
15 min read
Eligibility aids for agents are not ranking switches. Learn the format, a publish checklist, and the limits Google and the public spec actually support.
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AEO & Disambiguation
15 min read
A disambiguation guide for the three common “AEO” meanings, with writing patterns that help answer engines resolve marketing intent instead of customs or ticker confusion.
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GEO & AEO Strategy
16 min read
Decision criteria for B2B SaaS leaders who keep hearing GEO, AEO, and AI SEO used interchangeably—plus a labeled fictional product walkthrough.
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Entity & AEO
14 min read
A field guide to entity collisions in AI answers, using TopFound’s documented same-name confusion as a teaching case—and a checklist any brand can run.
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AEO Strategy
15 min read
A buyer’s decision guide: dashboards show citation gaps; managed AEO closes them—when you actually need each.
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Image SEO
19 min read
A field guide to publishing useful visuals that search engines can discover, readers can understand, and your team can measure.
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