AI Visibility Playbooks and Checklists

403 Forbidden for AI Crawlers: A Diagnostic Playbook

403 forbidden AI crawler errors silently remove you from AI search. Diagnose WAF rules, rate limits, geo blocks and CAPTCHAs for OAI-SearchBot and PerplexityBot.

A 30/60/90 Day AI Visibility Plan

AI visibility plan for your first 90 days: fix crawler access and rendering, correct wrong facts, then fix listings and reporting. No promised outcomes.

Accordion Content and AI Crawlers: A Raw HTML Check

Accordion content and AI crawlers: test whether tabs, accordions, load-more and infinite scroll content exists in raw HTML, and fix what only loads on click.

Agency AI Visibility Reporting: What to Show Clients

Agency AI visibility reporting that holds up: report fixes shipped, crawler access and answer accuracy, with honest attribution caveats and no fake AI ranks.

AI Answers Search On vs Off: A Brand Testing Playbook

AI answers search on vs off: query one brand fact through APIs with web search enabled and disabled, diff the answers, and know which result you can fix.

AI Competitor Gap Analysis: Prompts Where Rivals Win

AI competitor gap analysis, step by step: tabulate prompts where rivals are named and you aren't, check cited sources and coverage, and adjust for brand size.

AI Content at Scale Review: Pre-Publish Checklist

AI content at scale review: a pre-publish gate against Google's scaled content abuse policy, with steps, a checklist, pass and fail signs, and a review schedule.

AI Crawler Access Audit: A Step-by-Step Playbook

AI crawler access audit, step by step: check robots.txt per bot, firewall and CDN reachability, rendering, and index and snippet controls, plus a checklist.

AI Crawler Fix Tickets Developers Actually Close

AI crawler fix ticket templates for developers: robots.txt rules, WAF allowances, server-rendered facts and stray directives, each with a verification test.

AI Crawler Server Logs: Read Status Codes for Silent 403s

AI crawler server logs show whether GPTBot, OAI-SearchBot and PerplexityBot get a 200 or a silent 403. Filter by user agent, read the codes, fix the blocks.

AI Error Correction Tracker: Build an AI Error Log

AI error correction tracker: the columns, workflow and error-rate method to log every wrong AI claim about your brand and track each fix through to re-test.

AI Hallucination About Your Brand: A Triage Playbook

AI hallucination about your brand? Capture the claim, grade severity, check citations and route it to stale training data, a bad source or your own site.

AI Outdated Information About Your Company: How to Fix It

AI outdated information about your company comes from frozen training data or stale pages. See what you can fix, the steps, and how often to recheck.

AI Prompt Research: Finding the Questions Buyers Ask

AI prompt research method: source realistic buyer prompts from sales calls, support tickets, search queries and Bing grounding queries, then test and repeat.

AI Share of Voice: How to Measure It, Step by Step

AI share of voice, measured per engine: a step-by-step method with a frozen prompt set, fixed competitors, a checklist, and why it is never a rank.

AI Visibility Baseline: Capture It Before Changes

AI visibility baseline steps: record crawler access, per-engine brand mentions and accuracy flags with dates, so you can judge GEO changes honestly.

AI Visibility Business Case: Budget for Risk, Not Promises

AI visibility business case template: frame GEO budget around blocked crawlers and wrong AI facts, with steps, a checklist and what you cannot measure.

AI Visibility Competitor Benchmark: Like-Sized Brands

AI visibility competitor benchmark guide: pick like-sized rivals, run the same prompts per engine, and read gaps as leads to check, not proof of a tactic.

AI Visibility KPIs: Choosing Metrics You Can Defend

AI visibility KPIs you can defend: access gates, accuracy error rate, per-engine mention rate and first-party impressions, plus why AI rank misleads.

AI Visibility Ownership: A RACI for Marketing and Dev

AI visibility ownership, split clearly: a RACI for developers, marketing and leadership, the handoffs that break, a checklist, and how often to review it.

AI Visibility Report for Your CEO: A One-Page Structure

AI visibility report for your CEO: a one-page structure covering crawler access, accuracy fixes, per-engine presence with retrieval state, and limits.

AI Visibility Score Limits: How to Explain Them

AI visibility score limits, explained for stakeholders: talking points, a step-by-step way to present any score as a model, a checklist, and a review cadence.

AI Visibility Tracking Frequency: How Often to Re-Check

AI visibility tracking frequency by check type: access after every deploy, accuracy monthly, prompt sets on a fixed schedule, and why results drift.

AI Wrong Information About Your CEO: How to Check It

AI wrong information about your CEO or founders? Test leadership prompts, log each error, trace the cited source and publish a leadership page AI can quote.

Bing AI Performance Report: How to Read Each Metric

Bing AI performance report explained: total citations, cited pages, grounding queries, intents and citation share, with steps, a checklist and what to watch.

Bing Grounding Queries: Export and Analyze Them

Bing grounding queries show the searches Microsoft's AI ran to cite you. Export them by hand, group them by topic and intent, and act on the gaps.

Bing Webmaster Tools Setup for AI Reporting

Bing Webmaster Tools setup for AI reporting: verify your site, submit a sitemap, and read the index and AI Performance reports that show Copilot citations.

Block AI Training, Allow Search: Per-Vendor Steps

Block AI training but allow search crawlers: per-vendor robots.txt steps for GPTBot, ClaudeBot and Google-Extended, plus what to check and what stays unknown.

Brand Fact Sheet Template for AI Accuracy

Brand fact sheet template: list pricing, founding year, HQ, products and ownership with a source page for each, so AI engines have accurate sentences to quote.

Branded vs Unbranded Prompts: Measure Them Separately

Branded vs unbranded prompts measure different things: accuracy and presence. How to split, run and report them, and benchmark against like-sized brands.

CDN Bot Settings for AI Crawlers: A Review Playbook

CDN bot settings for AI crawlers: how to review search, agent and training categories, spot defaults that block AI bots, and test what crawlers actually get.

Check Index Status in Google and Bing, Engine by Engine

Check index status in Google and Bing separately: step-by-step checks, what good and bad results look like, and why one healthy index says nothing about the other.

Correct Wrong Information on Other Websites: A Playbook

Correct wrong information on other websites that AI answers cite: find the source page, prove the fact, request one edit, log the outcome and recheck.

Date Consistency Check: lastmod, Headers, Visible Dates

lastmod date consistency check: compare sitemap lastmod, Last-Modified headers, schema dateModified and visible dates, then fix contradictions at the source.

Ecommerce AI Search Product Pages: Crawler Data Check

Ecommerce AI search product pages check: confirm price, stock and specs sit in raw HTML, not behind variant selectors, and that AI crawlers can reach them.

Find Content Hidden Behind JavaScript Before AI Misses It

Content hidden behind JavaScript is invisible to most AI crawlers. Use this checklist and step-by-step test to confirm prices, plans and contacts are in raw HTML.

Finding Accidental noindex Tags Before They Cost You

Accidental noindex tags and headers remove pages from Google and its AI Overviews. Use this step-by-step audit to find, fix and recheck every one.

Firewall Blocking AI Crawlers? How to Test Access

Firewall blocking AI crawlers? Run a per-bot reachability test, read 200, 403, 429 and challenge results, and learn how often to repeat the check.

Fixing a Blanket AI Block in robots.txt

Blanket AI block in robots.txt? Learn how to split training bots from search bots so ChatGPT, Perplexity and Claude search can still reach your site.

Fixing AI Answers That Get Your Pricing Wrong

AI wrong pricing usually traces to JavaScript-only prices, conflicting pages or stale listings. Get the fix order, a checklist and how often to recheck.

GEO Tactics Risk Audit: Find Risky Rewrites on Your Site

GEO tactics risk audit: find appended quote blocks, injected statistics, keyword spikes and authority boilerplate, and treat each one as a risk flag, not a win.

GEO Tasks to Stop: Retire Unsupported Roadmap Items

GEO tasks to stop: a review process for schema-for-AI, llms.txt, E-E-A-T scores and chunking, what the evidence says about each, and what to fund instead.

Get Mentioned in AI Answers: Get Listed on Cited Pages

Get mentioned in AI answers by earning a place on the pages engines already cite. Steps to prioritize pages, qualify fit and pitch, plus a checklist.

Googlebot 2MB Limit: How to Check Your HTML Payload

Googlebot 2MB limit explained: what the per-URL HTML cap covers, the 15MB default, how to measure raw HTML size, and when a page is actually worth fixing.

Grounding Queries vs Prompts: Validate Your Prompt Set

Grounding queries vs prompts: map Bing's exported grounding queries against your tracked prompt set, find missing topics, and know what the comparison can't show.

How to Build a Prompt Set for AI Visibility

Build a prompt set for AI visibility tracking: size it, cover every funnel stage, add wording variants and freeze it so trend lines stay comparable.

How to Keep Content Out of AI Answers

Keep content out of AI answers with data-nosnippet, nosnippet, noindex, per-bot robots.txt and Search Console, plus what each control costs in classic search.

How to Test AI Prompts for Your Brand: A Repeatable Method

How to test AI prompts for your brand: a repeatable protocol with fixed wording, logged-out runs, memory off, repeated tries and a log of model and citations.

How to Test robots.txt Rules for Each AI Bot

Test robots.txt for AI bots one user agent at a time: group precedence, longest-match rules and wildcard traps under RFC 9309, plus the reachability test to pair.

Listicle Outreach Template for Roundup and List Pages

Listicle outreach template for roundup and best-of pages: short emails that give editors verifiable facts, a pre-send checklist, and how often to follow up.

Local Business AI Answers: A Fact Check Playbook

Local business AI answers get hours, addresses and services wrong. Use this checklist to make your facts consistent and fetchable, then test each AI engine.

Logging Retrieved vs Cited Sources via API

Retrieved vs cited sources: how OpenAI, Anthropic and Perplexity APIs separate pages consulted from pages cited, and how to log both for every prompt you track.

Monitor AI Crawler Access: Alerts for Regressions

Monitor AI crawler access with alerts for robots.txt changes, CDN rule shifts and crawler status codes. Steps, a checklist, and how often to rerun the checks.

Monthly AI Visibility Report Template, Engine by Engine

AI visibility report template for monthly reporting: sections, metric definitions, per-engine rows, and labels that separate measurements from modelled scores.

Multilingual AI Visibility Tracking: Prompt Sets by Market

Multilingual AI visibility tracking, step by step: localize prompts per market, control location and language, and report each country separately.

Negative AI Answers About Your Brand: How to Respond

Negative AI answers about your brand? Separate wrong facts from fair criticism, trace the cited sources, fix what you control, and skip tactics that backfire.

Nosnippet Audit: Find Snippet Controls Across a Site

Nosnippet audit playbook: crawl templates for nosnippet, max-snippet and data-nosnippet, sort intentional from inherited, and fix what hides you from AI answers.

PR for AI Search: Earning Mentions Engines Retrieve

PR for AI search: find the outlets AI engines already cite, give them accurate facts, and measure mentions honestly. Steps, checklist, and a repeat schedule.

Prerendering for AI Crawlers: An SSR Rollout Plan

Prerendering for AI crawlers, step by step: which templates to fix first, how to verify raw HTML after deploy, and how to avoid cloaking while you roll it out.

Pricing Page AI Crawlers Can Read: A SaaS Playbook

Pricing page AI crawlers can't read? See why toggles and client-rendered tables hide SaaS prices, and how to server-render plans, prices and limits.

Product Launch AI Search Checklist: Get the Facts Right

Product launch AI search checklist: server-render the announcement, align facts site-wide, confirm AI crawler access and update listings before launch day.

Prompt Injection Brand Risk: Scan Third-Party Pages

Prompt injection brand risk explained: how hidden instructions on third-party pages can skew AI answers about you, plus a step-by-step defensive scanning routine.

Prompt Set Template: Categories and Examples

Prompt set template for AI visibility: five prompt categories, labelled examples, and fields for engine, retrieval state and date so your results stay comparable.

Publish Facts for AI Answers: Prices, Numbers, Definitions

Publish facts for AI answers the way the evidence supports: specific prices, numbers and definitions in fetchable HTML. Steps, a checklist, and what to skip.

Quarterly AI Visibility Review Checklist

AI visibility review checklist for each quarter: re-run the access audit, check model cutoffs, refresh competitors, re-validate prompts and drop dead tasks.

Quick AI Visibility Check: A One-Afternoon Playbook

Quick AI visibility check for small teams: test robots.txt per AI bot, raw HTML, snippet tags and branded prompts in one afternoon, with no developer needed.

Rebrand AI Answers Checklist: Update What AI Says

Rebrand AI answers checklist: redirects, index checks, old-to-new name statements, profile updates and an error log, plus why trained answers lag.

Review Platforms and AI Search: Keep Profile Facts Accurate

Review platforms and AI search: a checklist for keeping category, pricing and product facts correct on review profiles, and why accuracy beats citation hype.

robots.txt Template for AI Search and Training Bots

robots.txt template for AI bots: copy-ready blocks to allow all, allow search only, or block all AI crawlers, with each bot labelled by what it does.

robots.txt Unreachable? How to Check AI Crawler Access

robots.txt unreachable or returning 403 to AI crawlers? Learn why it breaks your stated policy and follow request-and-classify steps to check each bot.

Search Console AI Features Control: Audit Inheritance

Search Console AI features control audit: a property-by-property checklist to find inherited AI Overviews opt-outs that nobody outside your account can see.

Search Console AI Overviews Report: How to Read It

Search Console AI Overviews report explained: what the impressions show, what is missing (clicks, CTR, position) and how to avoid the August 2026 bug window.

Server Side Rendering Check: Raw HTML vs Rendered DOM

Server side rendering check for AI crawlers: fetch raw HTML and a rendered DOM, diff the visible text, and find facts that only appear after JavaScript.

Site Migration Checklist for AI Crawler Access

Site migration AI crawler checklist: the robots.txt, CDN, rendering, noindex and snippet checks to run before launch, and again on the day you go live.

Verify AI Crawlers: Real Bots vs Spoofed User Agents

Verify AI crawler hits with more than the user agent: published IP lists, reverse DNS and verified-bot programmes, plus a checklist and a repeat schedule.

When AI Confuses Your Company With Another: Fix It

AI confuses your company with another? Document distinguishing facts on your site and third-party profiles, check crawler access, and re-test on a schedule.

Which Sites Does AI Cite? Map Your Cited Sources

Which sites does AI cite for your buyer questions? A step-by-step method to log cited URLs per engine, rank domains, and find where being named matters.

Wikidata Company Item Hygiene: A Checking Playbook

Wikidata company item hygiene: find your item, check core statements and references, follow community editing norms, and know how often to recheck.

Wikipedia Company Page: Editing Rules and Edit Requests

Wikipedia company page rules for brands: conflict-of-interest norms, how to request a Wikipedia edit for factual errors, a checklist, and how often to check.

X-Robots-Tag Check: Inspect Headers on Every Template

X-Robots-Tag check: find noindex and nosnippet directives hidden in HTTP headers on PDFs, templates and CDN rules, with curl steps, a checklist and a cadence.