Germany and the US, benchmarked against the products emealia is actually measured against: Cronometer, Yazio, MyFitnessPal, the German desktop-software tier, and a handful of smaller free-text/AI-native apps with matching features. Program-based competitors (Alma, Noom, Foodiary) are noted, not deep-dived — different business model, not a feature comparison. Then a findability deep-dive done without Keyword Planner volumes or Google Trends, both unreachable this round, using what remains.
| Competitor | Core mechanism | Where it beats emealia | Where it doesn’t |
|---|---|---|---|
| Cronometer | Search-and-select against a lab-verified database (95+ nutrients, USDA/NCCDB) | Nutrient depth and provenance; a real Pro tier for practitioners already ships (see the pro platform). | Effort per entry (~45s/meal); no free-text input at all; no read-back or narrative. |
| Yazio | Database search + barcode; rebranded “AI Calorie Tracker” in 2026 | Recipe library, fasting timers, brand recognition (Erfurt-based, market leader in Germany by most estimates). | The AI claim is thin: independent testing found the “camera function” is a barcode scanner, not photo recognition — a marketing/reality gap worth naming directly. |
| MyFitnessPal | 20M-food crowdsourced database, voice logging, AI Coach, ChatGPT integration | Scale (280M members), GLP-1 medication tracking, an AI Coach already shipped, a ChatGPT app integration since January 2026. | No typed free-text logging in-app (voice only, text logging described as future work); crowdsourced accuracy is uneven (weak on cholesterol/sodium per independent validation); AI Coach is Premium/Premium+, iOS-only. |
| German desktop tier (PRODI, NutriGuide, OptiDiet, EBISpro) | BLS-anchored calculation software for clinics and practices | Official-data provenance and documentation depth. Correction from the last round: PRODI 7.5 (December 2025) is now cloud/web-based as well as Windows — the “desktop-only” framing is dated. Whether it has a genuine client-facing mobile app is still unconfirmed. | Built for professionals, not a consumer product; no evidence of a free-text or conversational input path. |
| Smaller free-text / AI-native apps — Welling, MacroFactor, Kalory Ai | Photo/chat/voice logging with an AI layer doing the parsing | Welling claims 2.6-second average logging and 95.6% accuracy across 15,000 tested meals, explicitly built for non-Western cuisines and mixed home-cooked meals with no direct database match — the same problem emealia’s composition path solves. MacroFactor leads on adaptive target-setting from weight-trend data. Kalory Ai is a one-time $5 purchase, no subscription. | All three are self-reported accuracy claims, not independently verified. None publishes ranges or shows uncertainty. None has emealia’s no-red/no-verdict design constraints — they are trackers with AI bolted on, not built around the honest-tracker premise from the ground up. |
Alma ($199/yr, conversational logging, positions itself as “a personal nutrition companion”), Noom (behavioural coaching plus Noom Med for GLP-1 prescriptions), and German coaching-program apps like Foodiary are a different business model — they sell a programme or a coach relationship, not a tracking tool, so a feature-for-feature comparison would be misleading. They matter for vocabulary and pricing signal (see what to call it and the pricing note below) but are out of scope for the competitive table.
Deal closed December 2025; Cal AI (15M+ downloads, teen-founded, photo-first) runs alongside the flagship app. Summer 2026 release added AI Coach (Premium/Premium+, iOS), GLP-1 Support (free), and a ChatGPT app integration launched in January 2026 — MyFitnessPal describes itself as “one of the first nutrition apps in the ChatGPT Health experience.”
The 2026 “AI Calorie Tracker by YAZIO” positioning leans on photo-recognition language; independent testing (check-app.de, Nutrola) found the camera feature is barcode scanning, not true photo AI. This is a concrete, named example of the AI-trust gap this document set has been arguing exists — not a hypothesis.
Version 7.5 (December 2025) ships as cloud, web, or Windows. The reference database was updated against the 9th edition of Souci•Fachmann•Kraut with 800+ new foods, including novel foods from insects. The “legacy desktop-only” framing in earlier drafts of this document needed correcting.
Foodzilla — a platform not previously checked — already ships white-label client apps, AI meal-plan generation, e-signatures, booking, invoicing and per-client macro/micro target-setting, aimed explicitly at dietitians, nutritionists and health coaches. Full detail on the pro platform; the practical consequence is that “a simple client-diary view with settable targets” is a real gap only if it stays genuinely simpler than this, not if it tries to match it feature-for-feature.
Google Trends was attempted directly and returned a rate-limit response rather than data — it is a free public tool in principle, but not reachable through this session’s tools on this attempt. Keyword Planner’s historical-metrics export (actual search volumes) still requires an active ad account and was not pursued further this round. Everything below uses proxies instead: what competitors put in App Store titles (repeated from the last round, still valid), what independent listicles say is “trending” this quarter, and what vocabulary shows up in App Store descriptions for apps that explicitly serve the “no counting” niche.
| Signal | What it found | How reliable |
|---|---|---|
| Listicle-reported “rising queries”, DE, this quarter | “Top Abnehm-Apps Deutschland 2026” and “Beste Abnehm-Apps Deutschland 2026” reported as rising by one SEO content site. | Weak. Self-reported by a content marketer with an obvious incentive to claim rising demand for exactly the comparison content they publish. Treat as a hypothesis, not a finding. |
| “Begleiter” in the wild | A German App Store listing (Count.kcal) describes itself as a “perfekte Begleit-App” for people already using MyFitnessPal or Yazio. | One data point, but it independently confirms the naming.html recommendation — the word is already natural enough that a competitor uses it unprompted. |
| “Describe your meal” vocabulary | Welling’s own marketing explicitly sells “photo, chat, or voice note” logging and “no direct database match” handling — i.e. it is selling the identical capability emealia has, in similar language, to an English-speaking audience already. | Confirms the capability is not unique, which the earlier demand research already established. No new information, but worth restating: this is not a moat. |
Program-based competitors price far above tracker-only apps: Alma at $199/yr, Noom’s coaching tiers similarly positioned. Tracker-only apps cluster lower: Yazio Pro, Cronometer Gold, MyFitnessPal Premium are all in the roughly €5–10/month range documented in the earlier German market research. emealia sits structurally closer to the tracker cluster — it is not selling a coaching relationship — which argues for pricing near that band rather than the programme-tier one, consistent with the credit-based trial already in place.