Arrow Journal51 articles
Find out how AI describes your business, check the evidence behind its answers and connect observed visibility to real website visits and inquiries.
Check how AI describes your business with a seven-fact audit: identity, services, audience, location, pricing, conditions and evidence.
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Arrow AIBusiness factsMeasure AI citations, brand mentions and recommendations separately with clear cohorts, evidence records, denominators and rules for missing observations.
Read the articleArrow AIMeasurementA credible AI visibility audit is a baseline, not a score designed to sell software. It maps buyer prompts, engine responses, cited sources, entity…
Read the articleArrow AIAI searchAI buying journey5 guides
How do buyers move from an AI answer to a verified purchase decision?
What buyer research says about ChatGPT, SaaS discovery and purchase decisions—and why people still check Google, Reddit, reviews and product trials.
Make customer results easier to verify with a clear baseline, intervention, measurement window and limits. A practical checklist for credible case studies.
Compare what “best” means in Google and ChatGPT with the same buying question, clear requirements and separate evidence for each search surface.
AI visibility, answered11 guides
What is actually true about ChatGPT, AI Overviews and your traffic?
ChatGPT answers from live search, pages users ask it to open, and what it learned in training. See how each path works and what it means for your business.
Check whether ChatGPT can identify your business, find its official website and describe the offer. Follow a simple visual test without confusing it with a ranking.
Find the rule behind an AI crawler block. Inspect GET responses, cf-mitigated headers and Security Events, then verify a narrowly scoped fix.
Business facts & AI15 guides
Is AI describing my business accurately?
Investigate an AI answer that cites an old review by separating historical opinion, outdated facts and a misleading current summary.
Review AI reputation claims fairly: distinguish opinion from fact, inspect cited reviews and correct current information without inventing a ranking rule.
Use an evidence-led response to unsupported AI claims: preserve the answer, verify facts, correct sources and track what remains unresolved.
Measurement & reporting14 guides
How do I track whether AI recommends my business?
Turn 16 B2B AI visibility observations into decisions: diagnose collection gaps, inaccurate answers, weak buying relevance and problems after the click.
Turn observed AI citations into a weekly operations journal: review changes, investigate source gaps, assign improvements and verify the outcome.
Define 12 AI visibility metrics with explicit denominators, examples and limits: observations, citations, recommendations, referrals and qualified inquiries.
Hotels & B2B growth4 guides
How can AI help my hotel or B2B company attract better inquiries?
Help guests understand your hotel before they book: publish room, location and policy details that answer real travel questions, with three visual examples.
Help travellers compare your hotel with vacation rentals through room fit, services, policies and booking conditions, with an illustrated decision guide.
How B2B service companies can explain their offer, support vendor comparisons, and give sales a qualified inquiry with the right context.
How do buyers move from an AI answer to a verified purchase decision?
Explore the collection
What is actually true about ChatGPT, AI Overviews and your traffic?
Explore the collection
Is AI describing my business accurately?
Explore the collectionHow do I track whether AI recommends my business?
Explore the collection
How can AI help my hotel or B2B company attract better inquiries?
Explore the collectionFrom insight to action
See how your website supports AI discovery. Find the questions and pages worth improving first.
Check how AI describes your business with a seven-fact audit: identity, services, audience, location, pricing, conditions and evidence.
Read the articleArrow AIBusiness factsMake customer results easier to verify with a clear baseline, intervention, measurement window and limits. A practical checklist for credible case studies.
Read the articleArrow AIAI buying journeyCompare what “best” means in Google and ChatGPT with the same buying question, clear requirements and separate evidence for each search surface.
Read the articleArrow AIAI buying journeyHelp travellers compare your hotel with vacation rentals through room fit, services, policies and booking conditions, with an illustrated decision guide.
Read the articleArrow AIHotels & B2BInvestigate an AI answer that cites an old review by separating historical opinion, outdated facts and a misleading current summary.
Read the articleArrow AIBusiness factsCheck whether ChatGPT can identify your business, find its official website and describe the offer. Follow a simple visual test without confusing it with a ranking.
Read the articleArrow AIAI answeredFind the rule behind an AI crawler block. Inspect GET responses, cf-mitigated headers and Security Events, then verify a narrowly scoped fix.
Read the articleArrow AIAI answeredA scoped robots.txt example for allowing OpenAI search and declining GPTBot training, with path restrictions, host checks and a rollout checklist.
Read the articleArrow AIAI answeredCompare OpenAI search, training and user-request agents. Choose the right robots.txt rule, verify crawler identity and test public-page access.
Read the articleArrow AIAI answeredHow B2B service companies can explain their offer, support vendor comparisons, and give sales a qualified inquiry with the right context.
Read the articleArrow AIHotels & B2BA practical commercial guide for hotels handling meetings, room blocks, and corporate events: publish decision facts, collect a useful brief, and support a sales response.
Read the articleArrow AIHotels & B2BHelp guests understand your hotel before they book: publish room, location and policy details that answer real travel questions, with three visual examples.
Read the articleArrow AIHotels & B2BSeven signals an AI agent needs before it can put your business on a shortlist: fit, price, availability, location, next step, proof and consistency.
Read the articleArrow AIAI buying journeyWhat buyer research says about ChatGPT, SaaS discovery and purchase decisions—and why people still check Google, Reddit, reviews and product trials.
Read the articleArrow AIAI buying journeyUnderstand the difference between buying a ChatGPT ad and being recommended in an answer, with a visual guide to evaluating AI visibility offers.
Read the articleArrow AIAI answeredClicks down, impressions up? Use Search Console’s new generative AI report and a five-step method to see whether AI Overviews are behind your traffic drop.
Read the articleArrow AIAI answeredDo you need a Wikipedia article for ChatGPT visibility? Understand the role of independent sources and build a more useful public record for your business.
Read the articleArrow AIAI answeredGA4 now groups visits from ChatGPT, Gemini and Claude in an AI Assistant channel. How to find it, what it misses (Perplexity, Direct) and how to fill the gaps.
Read the articleArrow AIAI answeredChatGPT answers from live search, pages users ask it to open, and what it learned in training. See how each path works and what it means for your business.
Read the articleArrow AIAI answeredGPTBot, OAI-SearchBot, ClaudeBot, PerplexityBot and Google-Extended: what each AI crawler does, what blocking it changes, and three robots.txt policies to copy.
Read the articleArrow AIAI answeredReddit fills AI answers with first-hand comparisons and has data deals with Google and OpenAI. Here is what brands can do about it, without spamming.
Read the articleArrow AIAI answeredReview AI reputation claims fairly: distinguish opinion from fact, inspect cited reviews and correct current information without inventing a ranking rule.
Read the articleArrow AIBusiness factsUse an evidence-led response to unsupported AI claims: preserve the answer, verify facts, correct sources and track what remains unresolved.
Read the articleArrow AIBusiness factsBuild an About page that clearly explains identity, offer, audience, people and evidence, with a practical outline and before-and-after examples.
Read the articleArrow AIBusiness factsPrioritise conflicting business listings, write precise correction requests and track source updates separately from changes in AI answers.
Read the articleArrow AIBusiness factsUntangle similar company names with an identity audit covering domains, locations, products, official profiles and current business relationships.
Read the articleArrow AIBusiness factsClarify service boundaries, discontinued offers and unsupported capabilities with concrete before-and-after examples and a source correction checklist.
Read the articleArrow AIBusiness factsMake customer fit clear with real eligibility criteria, service limits and paired review questions that separate visibility from suitable recommendations.
Read the articleArrow AIBusiness factsCorrect branch addresses, appointment rules and opening hours across your website and public profiles with a practical location review process.
Read the articleArrow AIBusiness factsDiagnose wrong ChatGPT descriptions of your business, trace the claims to sources and use a clear correction record before retesting.
Read the articleArrow AIBusiness factsFind stale prices and missing billing conditions across your website and external sources, then publish and verify a precise pricing correction.
Read the articleArrow AIBusiness factsExplain a rebrand accurately across current pages, historical content and official profiles so customers can understand the old and new identities.
Read the articleArrow AIBusiness factsDiagnose the gap between a corrected website and an unchanged AI answer: publication, access, source selection, conditions and comparable follow-up checks.
Read the articleArrow AIBusiness factsTurn 16 B2B AI visibility observations into decisions: diagnose collection gaps, inaccurate answers, weak buying relevance and problems after the click.
Read the articleArrow AIMeasurementTurn observed AI citations into a weekly operations journal: review changes, investigate source gaps, assign improvements and verify the outcome.
Read the articleArrow AIMeasurementAssign owners to prices, product claims, identity and location facts, then use a practical approval, publishing and verification process to keep them current.
Read the articleArrow AIBusiness factsDefine 12 AI visibility metrics with explicit denominators, examples and limits: observations, citations, recommendations, referrals and qualified inquiries.
Read the articleArrow AIMeasurementFreeze a usable AI visibility baseline before editing: save source versions, question panels, answer evidence and a change log that supports an honest retest.
Read the articleArrow AIMeasurementTurn broad business claims into checkable evidence with a proof matrix, case-study structure, claim register and examples of responsible wording.
Read the articleArrow AIAI buying journeyReport AI visibility with costs, evidence, qualified outcomes and uncertainty. Use a practical monthly memo to decide whether to continue, change or pause.
Read the articleArrow AIMeasurementLearn what ChatGPT tests, API observations, citations and referral analytics can measure, and where visibility and revenue claims exceed the evidence.
Read the articleArrow AIMeasurementA credible AI visibility audit is a baseline, not a score designed to sell software. It maps buyer prompts, engine responses, cited sources, entity…
Read the articleArrow AIAI searchAI visibility is how accurately your business is found, understood and cited in AI answers. Learn what to measure and how to improve it.
Read the articleArrow AIAI searchA healthcare citation workflow that distinguishes provider facts from clinical claims, verifies supporting sources, protects patient information, and records corrections.
Read the articleArrow AIMeasurementMeasure AI citations, brand mentions and recommendations separately with clear cohorts, evidence records, denominators and rules for missing observations.
Read the articleArrow AIMeasurementDesign a GEO dashboard with separate evidence, AI answer, traffic and action views. Learn the data QA checks that keep missing measurements out of success charts.
Read the articleArrow AIMeasurementCompare your business in AI answers with a fixed question panel, repeated observations and transparent denominators. Includes three visual benchmark guides.
Read the articleArrow AIMeasurementBuild and version a buyer-question panel for GEO: choose genuine buying questions, separate brand controls, preserve markets and avoid biased comparisons.
Read the articleArrow AIMeasurementMeasure AI referrals without confusing mentions with customers. A visual attribution method for visits, enquiries and qualified business outcomes.
Read the articleArrow AIMeasurementConnect buyer questions, useful landing pages and qualified inquiries. Learn what to measure at each step without treating AI mentions as leads.
Read the articleArrow AIMeasurementBuild a credible AI visibility case study with baseline evidence, qualified-lead definitions, costs and limits. Includes a clearly fictional worked example.
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