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Market/Categories/Research & Analysis/CartLens

Independent product intelligence · Worldwide · 2026-05-01 → 2026-07-31

CartLenscartlens.co

CartLens scans your receipts to show if you overpaid and where to find better prices nearby, keeping your spending data private and secure.

Research & Analysiscartlens.coTracked since 2026-08-211 discovery source
1.9KBacklinks
100Referring domains
18Domain authority
+3233%Referring domains · 90 days

Authority & distribution

How strong is CartLens’s web footprint?

Backlinks measure accumulated distribution; referring domains show how broadly that authority is spread. Both are observable on the open web, so both are published for every product here.

Backlinks

1.9KCurrent snapshot

Referring domains

100Current snapshot

Authority

18Domain authority · category median 21

90-day move

+3233%Referring domains, last 90 days
At 18, CartLens sits below the 21 median for its category.

Trajectory · Pro

The counts above are the latest of 101 daily observations. The curve through them is on the full profile.

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Traffic & engagement

Where CartLens ranks

Measured · Pro

Measured for this product: global rank and country rank.

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AI referral visibility

Which AI assistants are already sending CartLens traffic?

Measured · Pro

Measured for this product: AI referral traffic.

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Product profile

What CartLens is selling.

Traffic makes more sense when you can connect it to the actual product promise.

“CartLens”

CartLens scans your receipts to show if you overpaid and where to find better prices nearby, keeping your spending data private and secure.

Research & AnalysisSeen 2026-08-21 → 2026-08-21Coverage tier C

What we have measured

4 of 8 signal groups are available for this product: identity, authority and backlinks, AI referrals, search demand.

Not measured for this domain: traffic and engagement, audience demographics, country distribution, acquisition mix. Those sections are left out of the page rather than filled with estimates.

Canonical website: https://cartlens.co/

Observed across 1 discovery source.

Research questions

What the evidence answers about CartLens.

Every answer is tied to a source we collected, and the questions with no evidence behind them are left unanswered rather than guessed.

What does CartLens do, and what problem does it solve?

CartLens scans receipts and price tags to tell you if you overpaid and where to find cheaper local prices. It helps shoppers avoid overpaying and find better deals. Evidence from the product description and homepage confirms this core function.

What key features or surfaces does CartLens offer?

CartLens offers features like instant receipt scanning with 99.8% accuracy, spending insights, basket comparison, price spike alerts, an AI shopping chat called CartAssistant, and store-vs-store comparison. It also includes data portability and automated anonymity controls.

How is CartLens priced or packaged?

The evidence does not specify any pricing or packaging details for CartLens. The homepage text focuses on features and benefits but does not mention subscription plans or costs.

What is CartLens used for, and in what situations?

CartLens is used for scanning any receipt or price tag at any store in any category to compare prices and audit spending. It is used by shoppers to compare baskets across local stores and get spending insights.

Who is CartLens designed for?

CartLens is designed for shoppers and consumers who want to track their spending and find better prices. The product uses 'real shoppers' for its price data and helps with personal finance management.

What is CartLens?

CartLens is an AI-powered shopping app that scans receipts and price tags to instantly reveal if you overpaid and to find cheaper local prices. It uses AI for image recognition and price comparison based on crowdsourced data.

Behind the lock

Unlock full CartLens intelligence.

  • Backlink trajectoryThe figures above are the latest observation. The daily curve behind them holds 101.
  • AI referral detailHow much traffic assistants send.
  • Search structure and ranking depthOrganic against paid, brand against non-brand, and how many keywords rank in the top three against the long tail — which is what decides whether the demand is portable or tied to the name.
  • The rest of the marketPage through every leaderboard 100 rows at a time, put any five products side by side, and query the whole dataset over API / MCP.

Worldwide estimates · Data period 2026-05-01 → 2026-07-31. Figures are measured estimates intended for market research. Signals we have not measured for this domain are omitted, never estimated; a measured zero is still reported as zero. How this was measured