AI Visibility Scorecard
konfidant.com · Professional Services
Borderline visible. AI bots can crawl Konfidant, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 5 times
ChatGPT · Meta AI · Claude
#97,495 of 528,998 in Professional Services for AI visibility
55
AI Naming Predictability
iRarely named · 55/100
Professional Services average 8
Top 2% of Professional Services
See what's behind this score →4.1
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Professional Services average 1. Claim your page and Engagemii is your first.
See what's behind this score →40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
Professional Services average 18
See what's behind this score →0
from our crawl and measurement
Konfidant describes itself simply: "Consumer confidence intelligence for brand and agency teams. Search seven years of UK sentiment data in seconds and act on shifts before the market does." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.1 out of 10.
Our crawl found structured data on the page (Organization, WebSite, FAQPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 5 times in our tracking, including GPTBot (ChatGPT), Meta AI and ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Good
Press and news coverage.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4.1/10, Konfidant is crawlable but under-signaled - fixable, and the signals above are where to start.
What is Konfidant?
Konfidant is a UK consumer intelligence platform that helps brands anticipate how Britain is changing. It combines seven years of weekly consumer research with human insight and AI to track mood, confidence, behaviour and spending pressure – then turns that evidence into clear commercial guidance. Think of it as an early warning system for customer change, built to help marketing, insight and strategy teams decide what to do next.
How is Konfidant different from a traditional market research agency?
Traditional research usually starts when a brand already knows the question. Konfidant works earlier. It tracks how Britain feels every week, spots the shifts brands need to see coming, and explains what to do next. Think of it as an early warning system for customer mood, behaviour and demand.
What is Konnie?
Konnie is the AI consumer insight assistant inside Konfidant. She helps teams explore seven years of UK consumer research in plain English, drawing on Konfidant’s weekly surveys, reports and data archive. Ask her a question and she can return charts, summaries and the evidence behind the answer. She doesn’t just retrieve facts – she helps spark sharper thinking about what brands should do next.
What consumer data does Konfidant collect?
Konfidant collects weekly UK consumer data on confidence, mood, spending intentions, category behaviour, attitudes and the moments shaping people’s choices. Every week, Konfidant runs nationally representative consumer research and tracks a qualitative community of 50 UK households, giving us the human stories behind the numbers. Over seven years, that has built a dataset of 650,000+ survey completes, 28,000 questions and more than 50 million individual answers. That means Konfidant can show not just what’s moving, but why it matters and what brands should do about it.
Who is Konfidant for?
Konfidant is built for marketing leaders, insight teams, strategy teams, agency planners and independent consultants who need fast, evidence-backed consumer intelligence. It helps B2C brands and the agencies who advise them understand how customers feel, where behaviour is moving, and what decisions to make next.
How much does Konfidant cost?
Konfidant works on a subscription model, with pricing shaped around the features, data access and seats your team needs. We offer plans for brands, agencies and independent consultants Get a quote via the pricing page, or try the platform for free first.
Is this your brand?
The exact fixes for Konfidant
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Already have an account? Sign in
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Konfidant.
Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/konfidant
Cite this score: Engagemii (2026). "AEO Score for Konfidant." Retrieved from https://engagemii.com/aeo/brands/konfidant
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform