| Query | Bing | Brave | |
|---|---|---|---|
| Q1. "Barclays bank UK" Branded with intent |
Possible 3/5 factors [snippet-inferred under 403]. barclays.co.uk #1, Wikipedia #2, home.barclays #3+#6, GOV.UK Companies House #7+#8. 7 Barclays-owned URLs in top 10. Direct-answer snippet at #1. |
Possible 3/5 factors [snippet-inferred under 403]. barclays.co.uk #1, home.barclays #2, iportal #3, Wikipedia #4, bank.barclays #5, barclayscorporate #6, barclaycard #7, home.barclays #8, privatebank #9, barclays.co.uk #10. 8 Barclays-owned URLs. Strongest cell in grid for own-brand surface count. |
Possible 3/5 factors [snippet-inferred under 403]. barclays.co.uk #1, Wikipedia #2, home.barclays #3+#6, Facebook #4, LinkedIn #5, GOV.UK #7+#8, barclayscorporate #9, international.barclays #10. 8 Barclays-owned URLs. |
| Q2. "Barclays UK reviews" Branded reputation |
Unlikely 1/5 factors [snippet-inferred under 403]. Trustpilot #1 (negative-sentiment dominates), Reviews.io #2, Trustpilot bank.barclays #3, Glassdoor #4, Consumer Affairs #5, barclays.co.uk /feedback #6 (single own URL mid-pack), PissedConsumer #8. See Notable finding above. |
Possible 2/5 factors [snippet-inferred under 403]. barclays.co.uk #1, iportal #2, home.barclays #3, bank.barclays #4, barclaycard #5+#6, home.barclays #7, business banking #8, barclayswealth #9, privatebank #10. 10 of 10 Barclays-owned URLs. Brand-reputation flag NOT triggered on Bing for the same query that triggers it on Google and Brave. |
Possible 2/5 factors [snippet-inferred under 403]. Trustpilot #1, Reviews.io #2, Trustpilot bank.barclays #3, Barclays own /feedback page #4, Consumer Affairs #5, Indeed #6, Trustpilot p3 #7, PissedConsumer #8, Glassdoor #9, Compare Banks #10. Brand-reputation flag triggered (same as Google). |
| Q3. "best UK current account 2026" Commercial non-brand · category |
Unlikely 0/5 factors [snippet-inferred under 403]. Moneyfacts #1, MSE #2, Good with Money #3, Which? #4, Wealthvieu #5, money.co.uk #6, Gilt Edge #7, Pocketwise #8, MTM #9, YouTube #10. AI summary names Chase, First Direct, HSBC, NatWest, Nationwide, Monzo, Starling, Triodos. Barclays NOT named for top recommendations. |
Unlikely 0/5 factors. Bing tokenisation failure on "best": 9 of 10 dictionary results. Same pattern as Costco + Samsung + Taylor Swift Q3. |
Unlikely 1/5 factors [snippet-inferred under 403]. Moneyfacts #1, Forbes Advisor UK #2, Which? #3, money.co.uk #4, MSE #5, Wealthvieu #6, HSBC.co.uk #7 (HSBC own URL surfaces, comparison signal), Pocketwise #8, Gilt Edge #9, barclays.co.uk/current-accounts #10 (own page, deep result). HSBC ranks above Barclays on brand-owned category page surface. |
| Q4. "best UK bank 2026" Commercial non-brand · superlative |
Unlikely 0/5 factors [snippet-inferred under 403]. Which?, Save the Student, Finder, WorldFirst, MSE, Kael Tripton, Smart Credit Flow, Financielle, Yahoo Finance. AI summary names Nationwide as "best bank in UK by Forbes"; Chase, Revolut, Starling for satisfaction; First Direct for service. Barclays NOT named. |
Unlikely 1/5 factors [snippet-inferred under 403]. Which? #1, Pocketwise #2 (Barclays NAMED in snippet alongside Monzo, Starling, Revolut, Chase, HSBC), MTM #3, Ranksmith #4, Forbes Advisor #5, Finder #6, Banking Times #7 (Barclays NAMED: "HSBC, Barclays, RBS, and Lloyds as top-rated"), Good Money Guide #8, CompareBanks #9, MSE #10. |
Unlikely 0/5 factors [snippet-inferred under 403]. Which? #1, Finder #2, Save the Student #3, Forbes Advisor #4, MSE #5, WorldFirst #6, Kael Tripton #7, Smart Credit Flow #8, Forbes Advisor #9, Yahoo Finance Nationwide #10. NO Barclays URL. Nationwide leads framing. |
| Q5. "best UK mortgage rates 2026" Use-case |
Unlikely 0/5 factors [snippet-inferred under 403]. HomeOwners Alliance #1+#2, Uswitch #3, Kael Tripton, Krediks, MTM, RightMove, Which?, Compare the Market. AI summary names Bank of Ireland (4.69% 2-year), Nationwide (4.74% no-fee), TSB (4.64% 3-year, 4.99% 5-year), Halifax (3.96% variable). Barclays NOT named in any mortgage citation. |
Unlikely 0/5 factors. Bing tokenisation failure on "best": dictionary results. |
Unlikely 0/5 factors [snippet-inferred under 403]. HomeOwners Alliance #1+#2, Kael Tripton #3, Krediks #4, Uswitch #5, Forbes Advisor #6, RightMove #7, MTM #8, Compare the Market #10. NO Barclays URL or snippet mention. Mortgage-rate authority is comparison-site dominated. |
| Q6. "which UK bank is best for students" Question-format |
Unlikely 1/5 factors [snippet-inferred under 403]. Wise, THE, MSE, HSBC.co.uk (own student account page) #4, NowStudents, AmberStudent, Uni Compare, Student Circus, Yocket, Save the Student. AI summary names Santander (most popular), NatWest, HSBC, Lloyds, Barclays (Student Addition + Perlego). Barclays NAMED in summary; no own URL. |
Unlikely 0/5 factors. Bing wrong-vertical: Wikipedia, GOV.UK, BBC News (general UK content, not banking). Bing failed query intent. |
Unlikely 0/5 factors [snippet-inferred under 403]. Forbes #1, NowStudents #2, Reddit r/UniUK #3 (Brave forum-bias), THE #4, StudentCircus #5, Save the Student #6, Uni Compare #7, AmberStudent #8, Wise #9, Stubard #10. NO Barclays URL. NO Barclays in snippets. |
Each cell shows the citation-factor verdict (Likely / Possible / Unlikely) and how many of the 5 factors the relevant page is inferred to meet. The annotation [snippet-inferred under 403] indicates that page-content inspection was 403-blocked at the CDN edge; factors 1 to 4 were inferred from search-result snippets observed engine-side. Factor 5 (External citation signals) was scored normally. Bing tokenisation hits 3 of 6 queries (Q3, Q5 on "best"; Q6 on wrong-vertical). Bing index limitation, not site-side gap.
| Host | AI citation frequency | Barclays' presence |
|---|---|---|
| UK consumer authority + comparison sites (Which?, MoneySavingExpert, Moneyfacts, Money to the Masses) | High | Mentioned Top-tier UK personal-finance authority. Surfaces #1 to #5 across all three engines for Q3/Q4/Q5 category queries. Barclays is mentioned in comparison tables but rarely the #1 cited authority. Editorial-led; outreach via product changes plus competitive switching bonuses moves the needle. |
| Trustpilot / Reviews.io / Consumer Affairs / PissedConsumer (reputation hosts) | High for Q2 brand-reputation | Active (mixed sentiment) Dominate Q2 on Google and Brave. Barclays IS present (the host pages reference Barclays directly) but the surfaces carry consumer-review content the brand doesn't control. Belongs in a Brand panel of any full intelligence report. |
| Forbes Advisor UK / Money to the Masses / Pocketwise / Finder (UK money blogs) | High | Mentioned Drive the "best UK bank" plus "best UK current account" surfaces. Barclays is named in comparison snippets (Pocketwise Q4: "Compares Monzo, Starling, Revolut, Chase, Barclays, HSBC..."; Banking Times Q4: "HSBC, Barclays, RBS, and Lloyds as top-rated"). Mentioned, not Active, because the cited authority is the publisher, not barclays.co.uk. |
| GOV.UK + Wikipedia (encyclopedic + regulatory authority) | Medium-High | Mentioned Wikipedia's Barclays article surfaces #2 on Google and Brave Q1; GOV.UK Companies House pages at #7-#8 on Google Q1. These are canonical regulatory and biographical authority. Adding own /about pages with comparable factual depth plus Organization JSON-LD schema would establish brand-owned authority alongside Wikipedia. |
| Reddit (r/UniUK, r/UKPersonalFinance, r/CasualUK) | Medium (Brave-visible) | Mentioned Brave Q6 surfaces r/UniUK student-bank-discussion at #3 (forum-bias pattern). Less severe forum-bias than other sectors. UK banking discussion happens on Reddit but the brand surface isn't dominated by community threads. |
These are the external sources AI engines pull from when answering category queries in Banking. Presence on high-frequency hosts is the fastest lever to move up the Maturity Curve. If you work with a PR agency, share this table with them. It is their placement brief.
Bake-Off Readiness checks (Pricing extractability, Feature data structure, Comparison claims supported) require direct page-content inspection on the pricing and services pages. The 403 edge-block prevented all direct fetches of barclays.co.uk surfaces during this audit. Verdict held as Unverifiable. Recommended follow-up: browser-based inspection of barclays.co.uk/current-accounts/ and barclays.co.uk/mortgages/ to confirm whether £/% figures, comparison tables, and factual differentiators are present in HTML text. Without that verification, the £250 product format cannot publish a Bake-Off Ready / Partial / Absent verdict on a 403-edge-blocked site.
Direct fetch of robots.txt returned HTTP 403 across multiple paths (likely CDN-level bot management: Cloudflare, Akamai, or similar; standard enterprise bank pattern). Robots.txt rules cannot be verified server-side. The site MAY be Fully open, Partially blocked, or Fully blocked, but verification is impossible without browser-based inspection or admin-level access. AI bot accessibility flagged as Unverified pending out-of-band confirmation. The 18-cell SoV grid was measured via Google, Bing, and Brave search-engine indexes (which each carry their own crawled copies of the site), and 5-factor scoring for factors 1 to 4 was inferred from search-result snippets. Factor 5 (External citation signals) was scored normally engine-side.
Bingbot and Bravebot rules cannot be verified server-side (same 403 block). Both engines have crawled copies of barclays.co.uk surfaces (Bing 8 of 10 results in Q1; Brave 8 of 10 results in Q1). Strong evidence that Bingbot and Bravebot were not blocked at the time the engines indexed. IndexNow not detected at canonical key-file paths (verification attempt 403-blocked). Out-of-band robots.txt audit recommended.
1. Verify in Bing Webmaster Tools at bing.com/webmasters. Submit sitemap. Bing's index powers ChatGPT search and ChatGPT browse mode. Roughly 30 minutes.
2. Implement IndexNow. Generate key, host at /<key>.txt, ping endpoint on every publish. One call notifies Bing + Yandex + Seznam + Naver instantly. Roughly 1 hour.
Brave note: No webmaster tools exist. Bravebot status is the only controllable surface and cannot be verified server-side while the CDN edge-block is in place.
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