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Case file

yomio.app

ShitScore 82 / 100SaaSCaptured 2026-05-17Submitted by communityVisit crime scene ↗

A receipt-scanning AI app whose "Real People. Real Spending. Real Control." testimonials section features a reviewer named Sarah Doe and a family case study where the pronouns collapse mid-sentence.

Yomio is an AI receipt-scanner with an AI sub-assistant named Yopilot, eleven section headers for one product idea, narrative case studies attributed to first names only, a testimonial from "Sarah Doe" (the feminine form of the legal placeholder for unknown persons), a second testimonial from "Tali Tester" (a QA test account that made it to production), a Chen family paragraph that switches pronoun mid-sentence, and a central social proof stat of "10+" — a number so small it requires a plus sign to look like a metric.

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Exhibit A — Evidence

Captured 2026-05-17

Hero viewport of yomio.app on a warm off-white background. Left: headline "Track Every Expense, Understand Every Pattern." with "Understand Every Pattern." in orange. Subtext: "Yomio scans your receipts, breaks down every item, and with Yopilot — your AI copilot — helps you understand spending patterns and make smarter financial decisions." App Store and Google Play buttons. Three trust chips: Try for free, Family sharing, Available in 10+ languages. Right: iPhone mockup showing a receipt scan with a "$480 AVG. SAVED/YEAR" badge and "Join 10,000+ smart shoppers" social proof chip in orange.
Screenshot — yomio.app (1998×1080)

Score breakdown

Prompt residue9/10
Feature grid density9/10
Meaningless value prop8/10
Trust signal suspicion10/10
Founder face AI probability3/10
Product proof absence8/10
ShipFast resemblance9/10
Hero claim
Track Every Expense, Understand Every Pattern. — "Yomio scans your receipts, breaks down every item, and with Yopilot — your AI copilot — helps you understand spending patterns and make smarter financial decisions." Hero stats: $480 AVG. SAVED/YEAR, Join 10,000+ smart shoppers.
Proof problem
Testimonials include "Sarah Doe" (feminine form of John Doe, the legal placeholder for an unknown person) and "Tali Tester" (a name indistinguishable from a QA test account). Narrative case studies attributed to first names only (Sarah, David, The Chen family) with no photos, links, or verifiable details. Central social proof stat is "10+" of an unlabelled metric. "4.8/5" rating has no linked source (App Store, Google Play, or Trustpilot). The Chen family paragraph contains a pronoun switch from plural "their" to singular "her" mid-sentence — evidence of unreviewed AI-generated copy. $480 avg. saved/year contradicts the per-user testimonial figures ($600/yr for Sarah, $1,600/yr for David). "GDPR Compliant" listed as a trust badge — legal compliance is not a product differentiator.
Visual pattern
Off-white warm background → large left-aligned bold headline, orange accent on second clause → right: iPhone mockup with orange $480 badge + "Join 10,000+ smart shoppers" chip → App Store / Google Play buttons → three trust chips (Try for free, Family sharing, 10+ languages) → "How Yomio Works" 3-step with icon-in-circle → orange "Get Started Free →" CTA → alternating left/right screenshot + copy sections (Every Item Every Detail, Yopilot, Patterns, Family Budget Harmony, Export) → 4-column use-case grid → 3-stat social proof row (4.8/5, 10+, $480) → testimonial cards → FAQ accordion → "Take Control" CTA → "Your Data. Secured & Private" trust grid (Bank-level Encryption, Privacy First, No Data Selling, GDPR Compliant, Available Worldwide, iOS & Android) → footer.
Why it still might convert
Receipt scanning is a genuinely useful and underserved product category — most expense tracking requires manual entry, which nobody does. The AI categorisation pitch is real and solves a real problem. The $1.99–$4.99/month price range (implied by typical apps in this category) is low enough that the testimonial quality does not matter to someone who has already decided they want a receipt scanner. "Family sharing" and the Chen family section, garbled as it is, addresses a real household budgeting pain point that competing apps handle poorly. The app appears to actually exist and function.

Editorial roast

By Editorial Desk · Filed against yomio.app

¶ 01

The testimonials section is called "Real People. Real Spending. Real Control." The product is not being subtle about its concern that users will suspect the people are not real. The star-rating testimonials include a reviewer named Sarah Doe. Sarah Doe is the feminine form of John Doe, the conventional placeholder in legal and administrative contexts for a person whose identity is unknown or withheld. The product's dedication to real people has produced the most famous fake name in the English language. A second reviewer is named Tali Tester. Tali Tester is the account you create when setting up a demo environment and need a person to exist without caring what the person is called. The "Real People" section contains at least two names that are indistinguishable from test data. The heading works as a disclaimer in reverse: the more emphatically it asserts the people are real, the more urgently it suggests they may not be.

¶ 02

The narrative testimonials — longer case studies presented alongside the star reviews — are attributed to "Sarah," "David," and "The Chen family." First names only. No photographs. No linked profiles. No verifiable details. Sarah discovered she was spending $89 a month on coffee creamer, changed her habits, and now saves $600 a year. David was spending $340 a month on dining, cut back 40%, and redirected $1,600 a year to savings. The specific dollar figures give these stories the texture of real experience. They are also exactly the figures an AI model produces when asked to write a convincing personal finance testimonial: round numbers, plausible ratios, satisfying arcs. The testimonials describe precisely the outcomes the product promises, in precisely the register of a human sharing a relatable story. There is no way to verify any of them. The section is called "Real People."

A receipt-scanning AI app whose "Real People. Real Spending. Real Control." testimonials section features a reviewer named Sarah Doe and a family case study where the pronouns collapse mid-sentence.

¶ 03

The Chen family section contains the sentence: "Tracking, saving and spending tells her more than ever before." The paragraph begins describing a family ("the Chen family often argued over money — who paid what"), transitions to a shared plural ("everything was shared," "no one person had to manage it alone"), and then abruptly switches to a singular feminine pronoun with a grammatically incoherent predicate. "Tells her." The subject of the sentence is "Tracking, saving and spending" — three gerunds — and [redacted] the object is a singular woman who has appeared from nowhere. The paragraph was not finished. It was generated, lightly edited, and published. This is not a typo or an autocorrect artifact; it is the seam where the generation stopped making sense and no human noticed before the site went live.

¶ 04

The page has three quantified social proof stats arranged in a row: 4.8/5, 10+, and $480. The middle stat — the one flanked by a star rating and a savings figure — is 10+. Ten-plus. The label beneath it, which would explain what the 10+ refers to, is too small to read without zooming. The options are: 10+ countries, 10+ integrations, 10+ languages (listed separately in the hero as "Available in 10+"), or something else with a count below eleven that the product still wanted to express as a range. The stat is bookended by a rating and a dollar figure that both communicate scale. The product chose, for the central position in its social proof row, a number that requires a plus sign to avoid looking like an exact and embarrassingly small figure. The answer to "what is 10+ of" is almost certainly something that a more established product would not count.

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