Scanned page

https://www.barclays.co.uk/

scanned 6 Nov 2026, 02:17 UTC

Requested https://barclays.co.uk/, graded at the address above. 1 redirect followed.

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AI Visibility Score Grade B

80.8/ 100

  • Prose Parity 34.5
  • Crawler access 22.5
  • Structure 13.8
  • Structured data 10
  • Not earned 19.2

223 words never reach AI crawlers

641 of 720 rendered words reach a crawler that does not run JavaScript. 79 never arrive.

See what to fix first Keep this page watched

What an AI crawler gets 641 words 
Premier
Business
Corporate
Private Bank
International Banking
Up to £1,350 with Premier Banking
PERSONAL BANKING
Switch to Barclays through an offer that works for you. Get up to £1,350 across selected Barclays offers, depending on eligibility. Explore our current accounts, savings range and more. Eligibility criteria and terms apply.
Your Barclays experience starts here
See how we can help you with current accounts, mortgages, insurance, loans, credit cards and savings accounts.
Current accounts
Find a current account that works for you.
Credit cards
Choice is the key to finding the right cre...
Show all 641 words 
PremierBusinessCorporatePrivate BankInternational BankingUp to £1,350 with Premier BankingPERSONAL BANKINGSwitch to Barclays through an offer that works for you. Get up to £1,350 across selected Barclays offers, depending on eligibility. Explore our current accounts, savings range and more. Eligibility criteria and terms apply.Your Barclays experience starts hereSee how we can help you with current accounts, mortgages, insurance, loans, credit cards and savings accounts.Current accountsFind a current account that works for you.Credit cardsChoice is the key to finding the right credit card.Savings accountsWhatever you're dreaming of, you can start saving today.LoansFocus on the future with a personal loan.MortgagesTake a look at the range of mortgages we can offer to help with your plans.InsuranceA safety net for unpredictable events.InvestmentsWhether you’re a beginner, an expert or somewhere in between – we can help you make the most of your money.SubscriptionsStart enjoying your favourite subscriptions through the Barclays app(1).Up to £600 for switchingSwitch and pay in your salary to get £450(2). Keep using your account for five months to earn another £150(3). Offer may be withdrawn at any time. T&Cs apply.Children and moneyWhether you’re a parent, grandparent or guardian, we’ll help you understand the financial world of the children in your life, so they can build great habits from an early age.Join the 12 million customers banking in our appBanking made simple, secure and always within reach - whether you're checking your balance, sending money, or managing your spending.Powerful features at your fingertipsFrom smart budgeting tools to instant notifications and card controls, the Barclays app helps you stay in control - wherever life takes you.Explore Premier BankingDiscover a world of Premier benefits and perks, with access to exclusive savings rates and mortgage options, 24/7 UK-based support and higher payment limits. T&Cs apply.Independent service quality survey resultsPersonal current accountsAn independent survey asked customers if they would recommend their personal current account provider to friends and family.Great BritainNorthern IrelandThe Financial Conduct Authority also requires us to publish information about service. The requirement to publish the Financial Conduct Authority Service Quality Information for personal current accounts can be found hereAuthorised push payment (APP) scams rankings in 2024Authorised push payment (APP) scams happen when someone is tricked into transferring money to a fraudster’s bank account. Information about Barclays’ performance prior to the introduction of the reimbursement requirement in October 2024 can be found in PSR’s latest APP Scams Performance Report published in February 2026.Was this helpful?Your feedback helps us improve your experience.We're happy you found this helpful.We're sorry you didn't find this helpful.Explore our packsOur Tech Pack and Tech Pack Lite cover your family's phones and gadgets, including smart watches, tablets, portable gaming systems and wireless headphones.Travel Packs include worldwide family travel insurance and RAC breakdown cover in the UK and Europe – plus, airport lounge access and 24/7 concierge are included with Travel Plus Pack.Only need RAC cover in the UK? Our Breakdown Cover Pack has you covered.Important informationYou need to be 18 or over to access this product or service using the app. Terms and conditions apply.(Return to reference)Open and complete a Premier Current Account application in the app within 21 days. Switch and pay in a minimum £5,000 salary within 30 days. T&Cs and Premier eligibility criteria apply. New customers, 18+ and UK residents only.(Return to reference)Additional reward subject to qualifying for the switch reward first and meeting ongoing eligibility criteria including 10 monthly eligible debit card transactions.(Return to reference)
What your browser renders 720 words 
Premier
Business
Corporate
Private Bank
International Banking
Up to £1,350 with Premier Banking
PERSONAL BANKING
Switch to Barclays through an offer that works for you. Get up to £1,350 across selected Barclays offers, depending on eligibility. Explore our current accounts, savings range and more. Eligibility criteria and terms apply.
Your Barclays experience starts here
See how we can help you with current accounts, mortgages, insurance, loans, credit cards and savings accounts.
Current accounts
Find a current account that works for you.
Credit cards
Choice is the key to finding the right cre...
Show all 720 words 
PremierBusinessCorporatePrivate BankInternational BankingUp to £1,350 with Premier BankingPERSONAL BANKINGSwitch to Barclays through an offer that works for you. Get up to £1,350 across selected Barclays offers, depending on eligibility. Explore our current accounts, savings range and more. Eligibility criteria and terms apply.Your Barclays experience starts hereSee how we can help you with current accounts, mortgages, insurance, loans, credit cards and savings accounts.Current accountsFind a current account that works for you.Credit cardsChoice is the key to finding the right credit card.Savings accountsWhatever you're dreaming of, you can start saving today.LoansFocus on the future with a personal loan.MortgagesTake a look at the range of mortgages we can offer to help with your plans.InsuranceA safety net for unpredictable events.InvestmentsWhether you’re a beginner, an expert or somewhere in between – we can help you make the most of your money.SubscriptionsStart enjoying your favourite subscriptions through the Barclays app(1).Up to £600 for switchingSwitch and pay in your salary to get £450(2). Keep using your account for five months to earn another £150(3). Offer may be withdrawn at any time. T&Cs apply.Children and moneyWhether you’re a parent, grandparent or guardian, we’ll help you understand the financial world of the children in your life, so they can build great habits from an early age.Join the 12 million customers banking in our appBanking made simple, secure and always within reach - whether you're checking your balance, sending money, or managing your spending.Powerful features at your fingertipsFrom smart budgeting tools to instant notifications and card controls, the Barclays app helps you stay in control - wherever life takes you.Explore Premier BankingDiscover a world of Premier benefits and perks, with access to exclusive savings rates and mortgage options, 24/7 UK-based support and higher payment limits. T&Cs apply.Independent service quality survey resultsPersonal current accountsAn independent survey asked customers if they would recommend their personal current account provider to friends and family.Great BritainNorthern IrelandThe Financial Conduct Authority also requires us to publish information about service. The requirement to publish the Financial Conduct Authority Service Quality Information for personal current accounts can be found hereAuthorised push payment (APP) scams rankings in 2024Authorised push payment (APP) scams happen when someone is tricked into transferring money to a fraudster’s bank account. Information about Barclays’ performance prior to the introduction of the reimbursement requirement in October 2024 can be found in PSR’s latest APP Scams Performance Report published in February 2026.Was this helpful?Your feedback helps us improve your experience.We're happy you found this helpful.We're sorry you didn't find this helpful.Explore our packsOur Tech Pack and Tech Pack Lite cover your family's phones and gadgets, including smart watches, tablets, portable gaming systems and wireless headphones.Travel Packs include worldwide family travel insurance and RAC breakdown cover in the UK and Europe – plus, airport lounge access and 24/7 concierge are included with Travel Plus Pack.Only need RAC cover in the UK? Our Breakdown Cover Pack has you covered.Important informationYou need to be 18 or over to access this product or service using the app. Terms and conditions apply.(Return to reference)Open and complete a Premier Current Account application in the app within 21 days. Switch and pay in a minimum £5,000 salary within 30 days. T&Cs and Premier eligibility criteria apply. New customers, 18+ and UK residents only.(Return to reference)Additional reward subject to qualifying for the switch reward first and meeting ongoing eligibility criteria including 10 monthly eligible debit card transactions.(Return to reference)We have to use some essential cookies to make this website work. Cookies are stored locally on your computer or mobile device. We also use other optional cookies to:Analyse how you use the sitePersonalise and improve your site experienceDeliver personalised content and messaging from ourselves and third partiesYou can either accept or reject these optional cookies or select 'Manage cookies' to change your preference at any time. See our cookie policy page for more information.

11% of this page's content never reaches an AI crawler.

79 words of the 720 a browser renders never reach an AI crawler. An assistant answering a question about this page never sees them.

Both panels are the main text of the same page, counted the same way and fetched twice at the same moment: once as an AI crawler asks for it, with no JavaScript, and once in a real browser. Both panels open to the full text. Text only one side has is highlighted.

Passages an AI crawler never receives

  • 29 words We have to use some essential cookies to make this website work. Cookies are stored locally on your computer or mobile device. We also use other optional cookies to: about +2 on the score
  • 28 words You can either accept or reject these optional cookies or select 'Manage cookies' to change your preference at any time. See our cookie policy page for more information. about +1.9 on the score
  • 10 words Deliver personalised content and messaging from ourselves and third parties about +0.7 on the score
  • 6 words Analyse how you use the site about +0.4 on the score
  • 6 words Personalise and improve your site experience about +0.4 on the score

Longest first. A passage counts as missing when its text appears nowhere in the HTML a crawler receives, so a block that merely moved is not listed. Lines under 4 words are not judged either way, because a match on "Get Started" would be chance rather than evidence.

Why a crawler does not get this, and the fix

The version of your page an AI crawler receives is missing chunks that visitors see, because some sections only load after the browser does extra work the crawler never performs.

The fix Identify client-only components holding copy that matters and move them to server rendering.

Full impact and the evidence from your page

Where this score comes from

Four weighted parts, and the arithmetic is on the page. Nothing here is rounded in your favour, and anything the scan could not measure says so rather than being folded in as a guess.

AI crawlers get an incomplete version of this page.

Part Weight Measured Points
Prose Parity 50% 69% 34.5
Crawler access 25% 90% 22.5
Structure 15% 92% 13.8
Structured data 10% 100% 10
34.5 + 22.5 + 13.8 + 10 80.8 Read the methodology

Retrievability, measured at 69%, sits beside the score rather than inside it: it checks whether the rendered words can be recovered from the crawler's HTML at all, including from JSON data blocks, and it informs the findings below without adding points.

This page scores higher than 50% of the 1,175 sites we have measured. See the index.

Not indexed; share this link freely. Save it as a PDF with your browser's print (Cmd or Ctrl + P) for a client-ready copy.

Add a score badge to barclays.co.uk

The badge always shows the real current score of this homepage, re-checked weekly. If the score drops below 80 it says so and shows "recheck"; it never shows an older or better number. Shown on any other site, it reads "unverified".

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For the dark or compact version, add ?v=dark or ?v=compact to the image address.

See if AI recommends you

We ask one AI engine three questions a buyer would ask about your kind of business, and show you whether barclays.co.uk is named, who is named instead, and the sources it cites. Free, one per email.

We use the email only to send that one link and to keep it to one free check per address.

Your next move

Do this first

4 things are holding this page back. These are the 3 worth doing first, in order.

  1. Major Part of the rendered content is missing from the initial HTML

    Identify client-only components holding copy that matters and move them to server rendering.

    AI assistants get a partial picture of your business, so key offers, proof points or answers can be absent when a buyer asks about you and a competitor with a complete page gets recommended instead.

    See the evidence for this partial_parity

    up to +15.5

  2. Major Server-level blocking of AI crawler user agents

    Requests with AI crawler user agents get blocked at the edge. Review CDN/WAF bot rules if you want AI visibility.

    AI systems are stopped at the door, so none of your content is available for them to summarize or recommend.

    See the evidence for this ua_enforcement

    +2.5

  3. Minor No llms.txt

    Informational only. Independent 2026 data (Ahrefs, SE Ranking, Google documentation) shows no measurable citation effect from llms.txt. It is checked because it costs nothing and some assistants read it, but it moves neither crawling nor ranking.

    A handful of assistants will read this file if it exists, so adding it gives you a small extra chance of being understood correctly at no cost, though most tools ignore it today.

    See the evidence for this no_llms_txt

    +1.2

1 more finding below, ranked the same way.

Estimated gain is the sub-score arithmetic applied to this page, not a prediction about citations. Clearing the first item alone would move this page from 80.8 to at most 96.3.

Fixed something? Prove it.

We re-measure this page now and show the before and after side by side, including the parts that did not move. One re-check per report.

See how you stack up: compare barclays.co.uk against a competitor.

What to know about this measurement 2 notes on what was and was not measured

  • A cookie consent overlay (CybotCookiebotDialog) was still present at extraction; some rendered text may sit behind it.
  • server-level blocking observed for GPTBot, OAI-SearchBot, ChatGPT-User, ClaudeBot, Claude-SearchBot, Claude-User, PerplexityBot, Perplexity-User, Meta-ExternalAgent, Bytespider, CCBot: -0.10 (confidence-scaled)

The rendered page How this page looked in a real browser at scan time

Rendered screenshot of barclays.co.uk
How the page looked in a real browser at scan time. The measurements come from the extracted text above, not from this image.

Bot access matrix 11 of 15 AI crawlers worth a look, none blocked in a way that costs you

Every AI crawler we track, and what your site does when it asks for this page. Turning a model training crawler away is a choice, not a fault, so those are marked apart from the blocks that cost you score.

  • 11 worth a look
  • 1 your choice, or not tested
  • 3 can reach this page

Nothing is fully blocked. 11 rows need a second look before you call this clean.

  • 15 / 15 named crawler tokens allowed in robots.txt
  • 0 / 11 live probes got the page (HTTP 2xx)
  • 4 rule-only or not probed, so no server response to read

Reaching a page is not the same as reading it. The crawlers marked allowed here are let in and receive the same HTML a browser gets, but on this page that HTML is a near-empty shell until JavaScript runs. What they can actually read is scored separately: see Part of the rendered content is missing from the initial HTML below.

Crawler Purpose Status robots.txt Server response
GPTBot OpenAI Purpose Training Server may be blocking this robots.txtallowed Server responseblocked at the server (HTTP 403)
OAI-SearchBot OpenAI Purpose AI search Server may be blocking this robots.txtallowed Server responseblocked at the server (HTTP 403)
ChatGPT-User OpenAI Purpose Assistant Server may be blocking this robots.txtallowed Server responseblocked at the server (HTTP 403)
ClaudeBot Anthropic Purpose Training Server may be blocking this robots.txtallowed Server responseblocked at the server (HTTP 403)
Claude-SearchBot Anthropic Purpose AI search Server may be blocking this robots.txtallowed Server responseblocked at the server (HTTP 403)
Claude-User Anthropic Purpose Assistant Server may be blocking this robots.txtallowed Server responseblocked at the server (HTTP 403)
PerplexityBot Perplexity Purpose AI search Server may be blocking this robots.txtallowed Server responseblocked at the server (HTTP 403)
Perplexity-User Perplexity Purpose Assistant Server may be blocking this robots.txtallowed Server responseblocked at the server (HTTP 403)
Meta-ExternalAgent Meta Purpose Training Server may be blocking this robots.txtallowed Server responseblocked at the server (HTTP 403)
Bytespider ByteDance Purpose Training Server may be blocking this robots.txtallowed Server responseblocked at the server (HTTP 403)
CCBot Common Crawl Purpose Training Server may be blocking this robots.txtallowed Server responseblocked at the server (HTTP 403)
Amazonbot Amazon Purpose Training Allowed, not tested robots.txtallowed Server responseskipped: per-scan request budget reached
3 other crawlers reach this page normally. Show them
Crawler Purpose Status robots.txt Server response
anthropic-ai Anthropic Purpose Training Allowed robots.txtallowed Server responseno request user agent exists to test
Google-Extended Google Purpose Training Allowed robots.txtallowed Server responseno request user agent exists to test
Applebot-Extended Apple Purpose Training Allowed robots.txtallowed Server responseno request user agent exists to test
  • Server may be blocking this

    Your robots.txt welcomes this crawler, but your server answered its user agent with a block. Nothing in your rules asked for that, so this is more likely blanket bot defense reacting to our test request than a rule aimed at this crawler, and the scan records it at low confidence. Servers that verify crawler IPs will block a spoofed user agent from any scanner; the real crawler may pass.

  • Allowed, not tested

    Your robots.txt allows this crawler. The live request test did not run for it on this scan, so the server side is unmeasured rather than clean.

  • Allowed

    Your robots.txt allows this token. It is a robots.txt token only: it sends no user agent of its own, so there is no server response to test and none is implied.

AI-readiness checklist 6 of 7 basics in place

The page basics an assistant needs, checked against what an AI crawler receives rather than the rendered page. These feed the Structure part of the score above.

  • Title tag The page has a title, which is the first thing an assistant names it by. Pass
  • Meta description A meta description is present, which is the summary an assistant may quote. Pass
  • One H1 heading Exactly one top-level heading, so the page has one clear subject. Pass
  • Canonical URL A canonical link tells a crawler which URL is the real one. Pass
  • Heading coverage Headings cover the content, so a crawler can index it by section. Pass
  • No wall of text No single block is too long to parse cleanly. Pass
  • llms.txt No llms.txt. It is informational only, a nice-to-have rather than a ranking factor. Needs work
  • Structured data Found WebPage, Organization, WebSite, which tells an assistant what this page is. Pass

What is holding you back, worst first

Ranked by severity, worst first. Start at the top: fix the critical items and the rest compounds.

Major

Part of the rendered content is missing from the initial HTML

partial_parity up to +15.5

AI assistants get a partial picture of your business, so key offers, proof points or answers can be absent when a buyer asks about you and a competitor with a complete page gets recommended instead.

What this means for you

The version of your page an AI crawler receives is missing chunks that visitors see, because some sections only load after the browser does extra work the crawler never performs.

The fix, technically

Identify client-only components holding copy that matters and move them to server rendering.

Evidence from your page31% of the rendered main content is missing from the initial HTML.

Fix the rendering gap. We move the content AI engines miss into the initial HTML: server rendering, static generation, or hydration restructuring, measured before and after with this scanner.

Get a rendering audit
Major

Server-level blocking of AI crawler user agents

ua_enforcement +2.5

AI systems are stopped at the door, so none of your content is available for them to summarize or recommend.

What this means for you

Your security or hosting layer blocks AI crawlers before they can reach your pages.

The fix, technically

Requests with AI crawler user agents get blocked at the edge. Review CDN/WAF bot rules if you want AI visibility.

Evidence from your pageGPTBot got HTTP 403; OAI-SearchBot got HTTP 403; ChatGPT-User got HTTP 403; ClaudeBot got HTTP 403; Claude-SearchBot got HTTP 403; Claude-User got HTTP 403; PerplexityBot got HTTP 403; Perplexity-User got HTTP 403; Meta-ExternalAgent got HTTP 403; Bytespider got HTTP 403; CCBot got HTTP 403. Servers that verify crawler IPs will block a spoofed user agent from any scanner; the real crawler may pass.

Review your crawler access policy. We map which AI systems you are blocking, deliberately or by accident, and align robots.txt, CDN rules, and directives with the visibility you actually want.

Get an access review
Minor

No llms.txt

no_llms_txt +1.2

A handful of assistants will read this file if it exists, so adding it gives you a small extra chance of being understood correctly at no cost, though most tools ignore it today.

What this means for you

Your site does not include the optional plain-text guide that some AI assistants look for to understand what your business is about.

The fix, technically

Informational only. Independent 2026 data (Ahrefs, SE Ranking, Google documentation) shows no measurable citation effect from llms.txt. It is checked because it costs nothing and some assistants read it, but it moves neither crawling nor ranking.

Evidence from your pageNo llms.txt at the site root.

Minor

URL redirects off the original domain

offsite_redirect

The scores here describe that other site, so your own page is not the one AI is reading about you.

What this means for you

The web address you entered sends visitors to a different website.

The fix, technically

The scanned URL redirects to a different domain; scores describe the final target.

Evidence from your pagebarclays.co.uk redirected to www.barclays.co.uk (1 hop(s)).

Two ways to fix what this found

You are not guessing at this. Across 1,175 sites in our live AI Visibility Index, the average score is 74/100. This report shows exactly where barclays.co.uk stands.

Do it yourself

Get your whole site audited with a reviewed, ranked fix plan you can hand to your dev, plus 3 months of monitoring. Delivered in 3 business days.

Tell us you want this

We are finishing this service. Say the word and you go first when it opens.

Just want to keep an eye on this page? Starter, $59/mo.

Have us do it

We implement every fix above and re-scan to prove the gain. We scope it on a short call first, so we only take work we can deliver.

Work with us to fix this

See six real sites measured this way

Crawler-view structured data

Entity confidence

We parsed the JSON-LD in the HTML a no-JavaScript crawler receives and checked five properties of the identity it declares. This measures your markup, not any AI system's behavior: nobody outside those systems can observe what they do with a given property, so nothing here is a prediction. Scored separately from your 80.8/100 score.

75/100 Anchored An identity node is present and declares at least one absolute identifier, an @id or a sameAs URL. We check the shape, not the destination: nothing is fetched. 3 of 5 signals present
  • Identity declaredFound Organization "Barclays Bank UK PLC" with an absolute url, in the HTML a crawler receives. We require all three, a type, a name and a url, before counting an identity as declared.
  • External identifiers (sameAs)5 distinct absolute sameAs URLs on your identity node. schema.org defines sameAs as a reference page that "unambiguously indicates the item's identity", so each one is a statement that this entity and that page are the same thing.
  • Stable identifier (@id)Your identity node has no absolute @id. Give it one, for example "https://example.com/#organization", so every other node that mentions you can point at the same identifier instead of repeating your details.
  • Logo declaredAbsolute logo URL on your identity node. Google's Organization documentation, updated 2026-04-15, lists logo among its recommended properties and states that the markup can influence which logo is shown in Search results and the knowledge panel.
  • Category declaredNothing in your markup states a category as a type, a code, or a resolvable reference. A description does not count here: it is prose, and this section only counts machine-readable declarations. Add a specific Organization subtype, an additionalType URL, or a SoftwareApplication, Product, or Service node.

Properties to add to the identity node you already declare

Built from this scan: the URL we resolved, plus one property for each signal above that we did not find. Every REPLACE_ value is a placeholder, so edit them before you ship this. We do not guess names, logos, profile links or categories, so nothing here is invented. Your page already declares an identity node, so merge these properties into that node rather than adding a second block. They carry no @type and no @context, so merging cannot overwrite a type of your own that is more specific than Organization. 

{
  "@id": "https://www.barclays.co.uk/#organization",
  "additionalType": "REPLACE_WITH_A_CATEGORY_URL_OR_DELETE_THIS_LINE"
}

What each signal measures, the weights, and the sample behind them: the methodology page.

llms.txt This site serves none

This site serves no llms.txt. Informational only. Independent 2026 data (Ahrefs, SE Ranking, Google documentation) shows no measurable citation effect from llms.txt. It is checked because it costs nothing and some assistants read it, but it moves neither crawling nor ranking.

Keywords and prompts

Derive the questions people ask AI assistants where this page could be the answer, scored by how much of each the page actually covers, then test whether a named model brings the brand up at all. The scan you are reading is free and anonymous; this check asks a real model live, so it asks for an email.

Not measured on this run

What a paid plan adds for this page

These four tools run on barclays.co.uk on any paid plan. They are listed as capabilities, not as a preview: none of it has been measured for this report, so nothing is shown. Everything above stays free.

  • Locked

    Prompt tracking over time

    Your prompt set re-run every week with the history kept, the competitors models name instead, and 10 prompts per run.

  • Locked

    Score history

    Every past score for this page in one dated chart, linked back to the report behind each point.

  • Locked

    Whole-site audit

    Every page on barclays.co.uk checked and ranked worst first, with a CSV.

  • Locked

    API and MCP

    Run this same check from your own code, or from Claude and ChatGPT.

Starter is $59/mo and watches 1,000 pages across 10 sites. Nothing on this report is withheld to sell it. See what a plan adds

Keep barclays.co.uk readable to AI

This report is a snapshot. Parity regressions are silent, because nothing looks wrong in a browser, so the way they get caught is a re-check after every deploy rather than a person remembering to look.

Free: get told if it slips

AI visibility drops silently after a redeploy or a CDN tweak. Get one email if barclays.co.uk drops, plus a weekly summary either way. No spam.

Free tier watches 25 pages across 3 sites, re-checked weekly, with a drift alert when a page drops more than 6 points.

Starter · $59/mo

Or find out before your customers do

  • We tell you what broke, and what it cost you. Not just that a number moved: the words that stopped reaching crawlers, the crawler that lost access, and the likely reason.
  • Every week, on this page and up to 1,000 more, with the history to show when it happened
  • See the AI prompts this page could answer, and the keyword angles you are missing
  • Audit your whole site: every page checked, worst first, with a CSV
  • Your API + MCP key for code, Claude, and ChatGPT
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