Würth
Customer Experience · AI Era
When your customer asks AI about your productwhat does it answer?
Returns, troubleshooting, compatibility, warranty — every help-desk question now lands in ChatGPT, Claude and Perplexity first. Finseo captures the real answer they get, flags what's wrong or missing, and ships the help-doc and schema fixes that put your brand back in the response.
Customer · AI · Brand
live audit
+12K
?
01
Customer
asks AI for product help
02
AI Engine
answers from what it knows
03
Sources
cited instead of you
Audit every AI answer about your product across ChatGPT, Claude, Perplexity & Gemini
Daily·40+ languages·Real-time
Customer Experience in the AI era
Find out what AI says.Fix what's wrong. Win the answer.
Your customers stopped reading help docs. They ask AI. Finseo audits every AI answer about your product so you can patch wrong info, fill missing topics and put your help center back in the conversation.
Help-style prompts hitting AI · 24h12,847
“How do I return this if it doesn't fit?”412
“Why won't my device pair with the app?”318
“Does the Pro plan include priority support?”264
“What's the warranty on refurbished units?”197
Your customers ask AI first
Returns, troubleshooting, compatibility, warranty — every help-desk question your customers used to email support now lands in ChatGPT, Claude and Perplexity.
Product knowledge gap5 issues
!Latest model specsTrained on 2023 data
✗Updated return window (14d)AI says 30d
—Compatible accessories listNot in any source
✗Live regional pricingStale by 6 mo.
—New feature: AI assistantLaunched Q2 2026
AI doesn't know your product
Specs, policies, pricing, new features — anything AI hasn't learned from your site, it either guesses, copies from old sources, or skips entirely.
Top sources answering for yourank
r/yourbrand
Forum thread · 2yr old
TechReviewer
Review · v3, model is v5
BlogSite
Listicle · third-party
Quora answer
User-written · unverified
Other sources answer for you
Old Reddit threads, third-party reviews and competitor blogs win the citation slot. Your help center never makes it into AI's answer.
AI claim vs your reality3 mismatches
Return window
AI: 30 days→you: 14 days
Free shipping
AI: Always free→you: Orders > $99
Charger included
AI: Yes, USB-C→you: Sold separately
AI invents answers
Hallucinated return windows. Made-up specs. Wrong shipping rules. Every confidently-wrong AI answer is a ticket your support team will eat tomorrow.
Live AI answer · captured today2,431 / day
“Returns are easy — you have 30 days from delivery. Just pay the $5 restocking fee...”
Hear every AI answer
Finseo runs your customers' help questions daily across every major AI engine and stores the actual answer text — so nothing is invisible anymore.
Recommended actions+34% lift
ownedPublish refund policy FAQ page+22%
techAdd Product schema to product pages+18%
ugcReply to top Reddit thread officially+14%
techShip a help center JSON-LD feed+12%
ownedRefresh comparison page with specs+9%
Teach AI about your product
Every audit ships with a ranked playbook — the help docs, schema and outreach that put your own words back into AI's answer with projected lift.
Why CX visibility matters
Buyers ask AI about your supportbefore they ever talk to sales
Customer experience reputation now lives inside AI answers. If ChatGPT, Claude or Perplexity describe your support poorly, you lose revenue before the first ticket is ever opened.
Buyers research support
73%
before purchase
Increasingly via AI assistants
Salesforce State of the Connected Customer
Cost of acquisition
5×
vs retention
Why CX visibility protects LTV
Bain & Company benchmark
Generative AI traffic
7.0B
Monthly worldwide visits
Where buyers research support
+76% vs previous year
AI referral CVR
7%
Higher than Google CVR
AI-discovered buyers convert better
+2 ppts vs traditional search
CX features
Built for support, successand customer-experience leaders
Track how AI describes your support quality, surface complaint patterns and benchmark against the CX competitors that buyers actually compare you to.
Sentiment Phrases
“excellent support”+28%
“fast resolution”+15%
“easy refunds”+9%
“long wait”−12%
Sentiment tracking
Monitor the exact phrases AI uses to describe your support, refunds and product. Catch sentiment shifts the same week they happen.
Complaint Categories
Shipping delays24
Billing issues18
Slow support12
Product defects6
Complaint detection
Auto-categorise complaint mentions across shipping, billing, support and product. Hand the report to ops before it lands on social.
Support Head-to-Head
“Best customer support”
You: 65%Comp: 35%
Winning in 7/10 CX comparisons
3 prompts to win back
Support comparisons
See exactly how AI positions your support against competitors in head-to-head comparison prompts. Identify wins, losses and content gaps.
Scale Across Regions
One platformfor all your markets
Manage AI visibility for every subsidiary, brand, and region from a single dashboard. Roll up insights globally or drill down into individual markets to understand local performance.
Live tracking
What you can track
Six layers of CX signalacross every major AI platform
Sentiment phrases
Pull the exact words AI uses about your support — 'excellent support', 'fast resolution', 'long wait' — and watch them trend week over week.
- Positive / negative / neutral classification
- Phrase-level extraction
- Per-platform breakdown
Complaint patterns
Auto-categorise complaints into shipping, billing, support, product and policy buckets so ops can act on the spike before it lands on social.
- Topic classification
- Severity scoring
- Trend rollups
Refund & policy narrative
Track exactly how AI describes your refund, return and warranty policies — and surface where messaging diverges from your actual terms.
- Policy phrase tracking
- Source citations
- Mismatch detection
Support comparisons
See how AI positions your support against competitors in head-to-head prompts ('Is X support better than Y?') and identify wins, losses and gaps.
- Win / loss rate
- Per-prompt context
- Competitor sentiment delta
Resolution storytelling
Monitor AI-cited stories of customers solved well — Reddit threads, reviews, blog posts — and amplify the ones that drive recommendations.
- Source-of-truth detection
- Citation quality scoring
- Amplification candidates
Multi-language sentiment
Run the same prompts in 40+ languages and regions. Sentiment classification is language-aware so EU and APAC markets get accurate readings.
- 40+ language coverage
- Per-region prompts
- Localised scoring
Customer Experience Impact
AI is the new word-of-mouthfor customer experience
Buyers ask AI about support quality, refund policies and complaint patterns before they ever talk to sales. Make sure the answer they get matches the experience you actually deliver.
Talk to CX team
Get a personalized demo
73%
of buyers research support quality before purchase
Increasingly via AI
5x
cost of acquiring a new customer vs retaining one
CX visibility protects LTV
2.0B
AI referrals worldwide
+778% vs previous year
7%
AI referral conversion rate
+2ppts vs Google CVR
Common Questions
Customer Experience AI VisibilityFAQ
Tracking how AI platforms like ChatGPT, Claude and Perplexity describe your support quality, refunds, complaints and customer sentiment — the AI-search counterpart of review and social listening.
Finseo runs the same prompts against ChatGPT, Claude, Perplexity and Gemini daily and classifies every brand mention as positive, neutral or negative — plus extracts the exact phrases used.
Support-quality questions, refund / warranty questions, comparison prompts and complaint pattern queries. Prompt research surfaces the high-volume CX prompts in your category automatically.
Yes — pipe data through the Finseo API or the integrations hub to combine AI sentiment with your CX warehouse alongside Zendesk, Intercom or Freshdesk metrics.
Yes. Finseo runs prompts in 40+ languages and regions. Sentiment classification is language-aware so EU and APAC markets get accurate readings.
Daily monitoring with weekly trend rollups out of the box. Enterprise plans add real-time alerts when complaint mentions cross a threshold or sentiment drops sharply.
Yes — review and social monitoring tells you what customers say after a purchase. Finseo tells you what AI says before a prospect ever buys. Pair it with our report builder for executive views.
Yes. The dashboard is the primary surface — no SQL or API required. Pair with our MCP server for natural-language access via Claude Desktop or Cursor.
Topic classification across shipping, billing, support, product and policy categories. Filter by topic, severity and platform — and tag prompts so the categorisation reflects your internal taxonomy.
Yes. Finseo extracts policy-specific phrases AI uses and surfaces mismatches between AI's description and your actual terms so CX and PR teams can correct the record.
Tie AI visibility to outcomes with the attribution endpoints — POST conversion events back to Finseo and join AI sentiment with CRM revenue in your warehouse.
Anyone you add to your project — common CX comparisons include Zendesk, Intercom, Freshdesk, Salesforce Service Cloud, Help Scout and Front. See AI visibility tracking for the full ranking workflow.
Yes. Enterprise plans include German data hosting. No customer PII is stored — only public AI answers, your prompt set and derived metrics.
Review monitoring captures what customers wrote after the experience. CX AI visibility captures what AI summarises about you to the next prospect — even when they never read a single review.
Related Finseo solutions
CX is one piece of the puzzle. Finseo helps every team that owns AI brand presence.
Trusted by leading brands
Teams we empower.See who uses Finseo.
See how industry leaders use Finseo to monitor and improve their AI visibility.
Finseo is trusted by leading brands including Würth Group, Panasonic Holdings Corporation, Kellogg Company, Mast-Jägermeister SE, SNOCKS GmbH, Enpal B.V., LiveFresh GmbH, and GOT BAG GmbH.
Global leader in assembly and fastening materials.
PanasonicMultinational electronics and appliance manufacturer.
Kellogg'sMultinational food and cereal manufacturing company.
JägermeisterIconic German herbal liqueur sold in 130+ countries.
SNOCKSFast-growing D2C brand for premium basics & socks.
EnpalLeading European solar and clean energy provider.
LiveFreshHealth-focused brand for fresh meals and juices.
GOT BAGSustainable bags made from recycled ocean plastic.
Talk to our team
Protect your CX reputation in AI
Get a personalized demo and see how Finseo helps customer experience teams track sentiment, complaints and refund narrative across every major AI platform.
AI Search Results
PromptMentioned
Best coffee machines 2025
+5
Top running shoes for marathon
+5
Best project management tools
+5
Electric car comparison Germany
+5