46 free prompts · all verified
SEO & GEO/AEO prompts
Two searches are converging: classic SEO and getting cited by AI answer engines. These prompts cover both — briefs, schema, keyword clustering, plus auditing and writing AI-citable content. Pairs directly with this site’s own AI Visibility Checker.
Every prompt lists the exact tool and version it was tested against.
Turn a target keyword into a content brief anchored to the real SERPClassifies true search intent against the actual top-10 snapshot, inventories which SERP features are genuinely present, and builds a heading outline where every H2 states the specific job it does for the reader — the strategy layer that has to happen before a draft gets written.ChatGPTClaude2026-08-02Turn a raw keyword export into a cannibalization-proof cluster mapGroups a messy keyword list into distinct content clusters by search intent rather than shared words, names the primary target per cluster, and flags every pair of keywords that would fight each other for the same page instead of building two.ChatGPTClaude2026-07-28Find exactly what's outranking you and why, subtopic by subtopicCompares your page against the 2-3 pages currently beating it and returns specific, evidence-backed gaps — a missing pricing table, an uncredentialed claim, a cut section — instead of a vague "add more depth" verdict.ChatGPTClaude2026-07-27Rewrite a title tag and meta description that actually earns the clickProduces 3 title tag and meta description pairs fitted to real snippet-length limits, front-loaded with the target keyword, built around one specific differentiator instead of a generic claim — with exact character counts so nothing gets silently truncated on a phone.ChatGPTClaude2026-08-02Plan the internal links a new page needs before it goes liveMaps which existing pages should link to a new page, with what anchor text, which sections of the new page should link back out, and whether the new page is at real risk of launching as an orphan with no natural path in.ChatGPTClaude2026-07-24Restructure a section specifically to win a featured snippetDiagnoses which snippet format a query is actually pulling — paragraph, list, or table — from the current holder, then restructures your section to match that exact shape without turning the copy into a robotic answer nobody wants to read on the page itself.ChatGPTClaude2026-07-30Triage a list of aging pages into update, merge, redirect, or deleteRuns a batch of underperforming pages through a consistent decision tree using their traffic trend, freshness, and overlap with other pages — so content decay gets a defensible per-page verdict instead of a blanket "refresh everything" instinct.ChatGPTClaude2026-08-05Fix a thin or duplicate e-commerce category page without breaking faceted navDiagnoses whether a category page is thin, duplicated by its own filter combinations, or genuinely under-supported, then produces real category copy and a specific indexation rule for its facets instead of a generic "write more content" fix.ChatGPTClaude2026-08-06Optimize a Google Business Profile to win the local 3-packTurns a business's raw details into a primary-category decision, a description that survives the character limit, seeded Q&A, and review-response templates — the profile-level inputs Google's own local-ranking factors actually weigh.ChatGPTClaude2026-08-06Turn a Core Web Vitals report into a ranked, specific fix listMaps raw LCP, INP, and CLS numbers to their most likely root cause on the specific page type given, then ranks fixes by expected score movement per unit of dev effort — instead of a generic 'optimize images and minify JS' checklist that ignores what's actually failing.ChatGPTClaude2026-08-04Build a 301 redirect map for a site migration without losing rankingsMaps every old URL to its correct new destination by matching topic and intent rather than URL-structure guesswork, flags every 1-to-many and many-to-1 case that needs a human decision, and calls out chains and loops before they ship.ChatGPTClaude2026-07-30Diagnose which of your own pages are competing against each otherCompares multiple ranking pages targeting overlapping keywords, determines whether Google is genuinely confused about which one to rank or whether the overlap is coincidental, and recommends a specific consolidation or differentiation fix per pair.ChatGPTClaude2026-08-03Audit whether robots.txt and llms.txt actually let AI crawlers inA line-by-line robots.txt and llms.txt audit that applies the real AI-crawler precedence rules — most-specific User-agent group wins, longest matching path wins — so you get an exact per-bot verdict instead of a guess.ChatGPTClaude2026-07-22Turn raw FAQ content into schema and copy AI engines can citeTurns rough Q&A content into answer-first visible copy and valid FAQPage JSON-LD, structured for AI engines that still parse FAQ schema even after Google retired the FAQ rich result.ChatGPTClaude2026-07-25Rewrite a vague claim into the exact sentence AI engines quoteRewrites one vague, adjective-heavy paragraph into a single specific, self-contained, quotable claim — the exact unit AI answer engines lift and attribute, as opposed to generic marketing language with nothing verifiable to quote.PerplexityGoogle AI Overviews2026-07-28Check whether ChatGPT and Perplexity can see a specific page right nowA direct test that forces ChatGPT or Perplexity to use their live browsing tool on one exact URL and prove it with a verbatim title and heading quote, instead of answering from stale training data.ChatGPTPerplexity2026-07-30Compare how Google AI Overviews and Perplexity cite the same queryFeeds the same query's Google AI Overview and Perplexity answers into a structured side-by-side, showing which sources got cited, how, and what content shape is winning on each engine.Google AI OverviewsPerplexity2026-08-01Audit a competitor's AI visibility to find your citation gapCompares your AI-crawler access, llms.txt, and answer-engine citation presence against a named competitor on a shared topic, producing three ranked fixes instead of a vague sense that they are winning.ChatGPTClaude2026-08-04Turn your AI Visibility Checker score into a 30-day fix planTurns a raw AI Visibility Checker score and its failed checks into a plain-English explanation and a ranked 30-day fix plan, ordered by score points recovered per unit of effort.ChatGPTClaude2026-08-05Turn a messy keyword export into clusters mapped to buyer-journey stage, not just shared wordsTakes a raw keyword list plus rough search-volume and intent notes and groups it into clusters built around one ranking page each, tagged to where the searcher sits in the funnel — not a generic word-overlap grouping.ChatGPT (GPT-5.1)2026-08-08Build a content brief from a target keyword and three competitor URLs that a freelance writer can actually execute without asking you ten questionsProduces a writer-ready brief — outline, angle, must-cover subtopics pulled from what's actually ranking, and word count rationale — instead of a generic bullet-point template that leaves the writer guessing what makes this piece different.ChatGPT (GPT-5.1)2026-08-08Classify a keyword list by real search intent using what's actually ranking, not what the keyword sounds like it meansReads the visible SERP pattern for each keyword — content type, format, and angle of the ranking pages — and classifies intent from that evidence, catching the keywords that sound informational but are actually served by product pages, or vice versa.ChatGPT (GPT-5.1)2026-08-09Find the specific subtopics a competitor covers that we don't, ranked by how much it would actually cost us to close each gapCompares our existing page against a competitor's on the same topic and produces a coverage matrix scored by both SEO opportunity and realistic effort, instead of a flat list of missing subtopics with no sense of what's actually worth doing.ChatGPT (GPT-5.1)2026-08-09Design a pillar-and-cluster topical map for a subject you're not yet ranking for, sized to what you can actually publishBuilds a full pillar page plus supporting cluster-article architecture for a new topic area, deliberately scoped to a realistic publishing capacity instead of an idealized 40-article map nobody will finish.ChatGPT (GPT-5.1)2026-08-10Plan internal links from a new page into existing ones with real anchor text, not a generic 'add internal links' noteReads a list of your existing pages and a new page's outline, then proposes specific internal links with the exact anchor text and placement in the new page — reciprocal links back included — instead of leaving link-building as an afterthought a writer skips.ChatGPT (GPT-5.1)2026-08-10Rewrite a page's meta title into three CTR-focused variants without stuffing keywords or breaking the pixel widthTakes an existing underperforming title tag plus its current impressions/CTR context and produces three genuinely different rewrite angles, each checked against character-length truncation risk, instead of one generic keyword-stuffed rewrite.ChatGPT (GPT-5.1)2026-08-10Write meta descriptions that earn the click Google actually shows, planning for the rewrite risk instead of ignoring itProduces two meta description variants sized and structured to survive being shown as-is, plus an explicit note on what Google is likely to rewrite anyway based on the query type — so you're not optimizing blind to a known limitation.ChatGPT (GPT-5.1)2026-08-11Draft FAQ answers sized and phrased to actually qualify for FAQ rich results and People Also Ask, not just generic Q&A copyWrites a page's FAQ section with answers deliberately structured to the length and self-containment that FAQPage schema and PAA boxes reward, using real People Also Ask questions you supply instead of invented ones.ChatGPT (GPT-5.1)2026-08-11Rewrite one section of an existing page specifically to compete for the featured snippet, without touching the rest of the pageSurgically rewrites just the section most likely to win a featured snippet for a target query — matching the exact snippet format Google is currently showing — while leaving the rest of the page's content and structure untouched.ChatGPT (GPT-5.1)2026-08-11Audit one page's on-page SEO against its actual target keyword, flagging only what would genuinely move the needleRuns a focused on-page audit against a single stated target keyword and business goal, separating real fixes from cosmetic nitpicks so a small team doesn't burn a sprint on changes that were never going to affect rankings.ChatGPT (GPT-5.1)2026-08-12Diagnose why a once-ranking page has decayed and produce a refresh plan that fixes the actual cause, not a generic rewriteReads a page's traffic-decay pattern alongside its current content and separates the real causes of decline — staleness, SERP feature displacement, a stronger competitor, or genuine irrelevance — into a targeted refresh plan instead of a blanket rewrite.ChatGPT (GPT-5.1)2026-08-12Design a programmatic SEO page template that won't get flagged as thin or duplicate content at scaleBuilds the actual template structure, dynamic-field logic, and required-unique-content rules for a programmatic SEO page set — sized to a real data source you have — with explicit guardrails against the thin-content trap that kills most programmatic SEO attempts.ChatGPT (GPT-5.1)2026-08-13Optimize a Google Business Profile and local landing page together as one system, not two disconnected checklistsProduces coordinated GBP profile copy and local landing page recommendations that reinforce the same local signals instead of treating the two as separate, unrelated local-SEO tasks.ChatGPT (GPT-5.1)2026-08-13Build an author bio and page-level E-E-A-T brief that states real credentials instead of generic trust-signal languageProduces an author bio and a set of on-page trust signals grounded in a real author's actual experience and credentials, refusing to invent expertise the author doesn't have — built specifically for pages where Google's quality raters would weigh E-E-A-T heavily.ChatGPT (GPT-5.1)2026-08-14Tear down a competitor's top-ranking page into a specific list of what your draft is missingCompares your existing page against a named competitor URL that outranks it and produces a concrete gap list — missing subtopics, entities, and structural elements — instead of a vague 'improve your content' verdict.ChatGPT (GPT-5.1)2026-08-08Turn a stack of real customer support questions into a long-tail keyword cluster worth writing forMines actual phrasing from support tickets or sales calls into a prioritized long-tail keyword list grouped by the underlying question, so content targets phrasing real users type instead of guessed variations.ChatGPT (GPT-5.1)2026-08-08Design a pillar page outline that actually unifies a scattered set of existing posts instead of duplicating themTakes a messy list of existing blog posts on a related topic and drafts a pillar page outline that organizes and links them into one coherent hub, flagging which posts should be merged, kept separate, or retired.ChatGPT (GPT-5.1)2026-08-09Map internal links across a topic cluster so every page points to the right neighbor, not just back to the pillarBuilds a full internal linking map across a set of cluster pages and their pillar, specifying which pages should link sideways to each other and with what anchor text — not just the standard pillar-to-child pattern.ChatGPT (GPT-5.1)2026-08-09Batch-write alt text for a product image library that actually differs image to image instead of restating the product nameWrites distinct, accessibility-first alt text for a batch of product or content images, keyed to what's visually different in each shot, and flags any image where the alt text can't responsibly be more specific than a generic description.ChatGPT (GPT-5.1)2026-08-10Write a schema markup brief a developer can implement without guessing which fields are requiredTurns a page's content into a structured JSON-LD schema brief with the correct schema type, required versus optional properties clearly separated, and a plain-language note on what could go wrong if a field is filled in inaccurately.ChatGPT (GPT-5.1)2026-08-10Brief an SEO landing page that stays honest to organic intent while still matching a paid campaign's promiseDrafts a landing page content brief for a page that has to satisfy both organic search intent and a specific paid ad's promise, flagging where the two pull in different directions instead of quietly picking one.ChatGPT (GPT-5.1)2026-08-11Read the actual SERP for a target keyword before deciding what kind of page to writeAnalyzes what's currently ranking for a keyword — result types, format patterns, and what questions are already answered — to decide what kind of page is worth building before a single word of content gets drafted.ChatGPT (GPT-5.1)2026-08-11Triage a page's traffic drop into an actual cause before rewriting anythingWorks through a declining page's traffic data and content history to identify the most likely cause of the decay — outdated information, SERP feature displacement, cannibalization, or a real ranking drop — before committing to a rewrite.ChatGPT (GPT-5.1)2026-08-12Audit why a page isn't getting cited in AI search overviews even though it ranks organicallyCompares a page's structure and phrasing against what AI-generated search summaries tend to extract and cite, identifying specific structural or phrasing reasons it's likely being skipped rather than treating AI visibility as a black box.ChatGPT (GPT-5.1)2026-08-12Plan where to place genuinely citable facts so an LLM has a real reason to mention your brandBuilds a citation-building plan focused on placing specific, verifiable facts and data points in places an AI model would actually draw from, rather than a generic PR or backlink outreach list.ChatGPT (GPT-5.1)2026-08-13Build an editorial quality rubric specific enough that two different reviewers would score the same draft the same wayCreates a content quality scoring rubric tailored to your specific content type and goals, with criteria concrete enough that inconsistent reviewers become a solvable problem instead of a permanent one.ChatGPT (GPT-5.1)2026-08-14
