▲ 146 r/inflation

July CPI put groceries at 2.7%. The spread between individual items was 38 points

The July CPI release came out on the 12th and the grocery line was 2.7% year over year, which is the calmest it has been in a while. I went into the item-level tables expecting the components to be clustered around that and they are not close.

Twelve month changes, unadjusted:

  • Eggs: -25.7%
  • Butter: -8.1%
  • Cheese: -4.2%
  • Bacon: -2.8%
  • Chicken: -2.7%
  • Bananas: +0.6%
  • Potatoes: +3.4%
  • Milk: +5.1%
  • Lettuce: +7.5%
  • Ground beef: +9.0%
  • Coffee: +10.3%
  • Apples: +11.1%
  • Tomatoes: +12.8%

Eggs to tomatoes is a 38.5 point spread inside a number reported as 2.7%.

The part that got me is one level down. Dairy as a category came in at -0.5%, which reads as nothing happened. Inside it milk is +5.1% and cheese is -4.2%. Two staples in the same aisle, nine points apart, netting out to zero.

So a household buying eggs, chicken and cheese genuinely had grocery deflation this year. One buying coffee, beef and produce is somewhere near 10%. Both read the same headline.

Not making a point about whether the number is accurate. It is. It just describes a national basket, and I do not think most people realize how far their own basket can sit from it.

Source is the BLS CPI release for July 2026.

reddit.com
u/zigzag1985 — 1 day ago

[iOS & Android] [$34.99/yr -> Free 1 Year] BiteSpend Pro : AI Receipt Scanner & Price Intelligence platform

https://preview.redd.it/2ca8oqaivj5h1.png?width=1080&format=png&auto=webp&s=be031554309bcfc88528cc4dfd05e81ccec41462

go to bitespend.com/app

Hi everyone!

I'm a solo developer and I just shipped BiteSpend, a GenAI app on both iOS & Android. Shipping in 12 weeks and being featured in Indiehackers home page and Top 5 build was fun and there's a lot to unpack there :) It's now time to give and (honestly) get more users' feedback.

https://preview.redd.it/qbsp782vfl5h1.png?width=2598&format=png&auto=webp&s=c170f83bc51c1b10d4e4c8b67c927e910a48be69

I built this because every food budget app I tried stopped at "you spent $300 at Whole Foods" without ever telling me what I actually bought. Bank apps can't see line items. Spreadsheet apps want manual entry. I wanted something that just reads my receipts and remembers what I paid for things, so the next time I'm deciding between Costco strawberries and Mission Ranch strawberries I actually know which one I overpaid for last month.

BiteSpend uses AI to pull every line item from every receipt in a few seconds, then builds your personal price intelligence as you shop. The more you scan, the more it can say things like "strawberries cost 37% more at Costco than Mission Ranch this month" or "your real food baseline is $50/month across 17 items, everything else is variable spend."

🚀 What it does

  • Snap any grocery or restaurant receipt, AI extracts every line item with price
  • Tracks your spend by store, category, and time
  • Cheaper-elsewhere alerts when the same item costs less somewhere you shop
  • Item price history across every store you've visited
  • Real-time budget vs spend with restaurant vs grocery split
  • Recurring vs one-off item segmentation (your real "kitchen baseline" vs variable)
  • Personal food inflation tracking (how your basket prices change over time)
  • No ads, no data sale, no email harvesting

🎁 Launch Giveaway

To celebrate launching on both stores, and getting featured on Product Hunt and Indie Hackers Top 5 Build Board this week, I'm giving away 50 free 1-year Pro subscriptions (normally $34.99/year).

How to claim:

  1. Install BiteSpend on iOS or Android (links below)
  2. Comment BiteSpend and I'll hit you up with access :)

First 50 claims get it. 24-hour window starts now. I'll edit the post when the cap hits.

Follow us on IG & Tiktok for more @ bitespend

reddit.com
u/zigzag1985 — 3 months ago
▲ 4 r/EntrepreneurRideAlong+2 crossposts

Top 5 on launch day on Indie Hackers. Shipped a tier change in 24 hours based on launch-day feedback. The lesson cost one git commit 🚀

Posted my BiteSpend launch recap to Indie Hackers today. By the end of the day:

Two independent reviewers (one human, one AI-assisted) landed on the same critique: my Free tier scan cap of 5/month was too restrictive. Their argument was clean — grocery is a weekly behavior, so 5/month gave new users barely one trip per week with zero margin for the receipts that fail or get re-scanned. People hit the wall before the product had a chance to hook them.

Within 24 hours of the first comment landing, I shipped the bump: 5 → 15 scans/month on Free. One-line change in drizzle/schema.ts, backend redeploy. Live within a few hours of the suggestion.

Also somehow landed top 5 on the IH Build Board today, which I'm taking as confirmation that listening + shipping fast is what early-stage launches reward.

Three things I keep relearning:

  1. The strongest pitch advice you'll get is in your launch post comments. Better than any pre-launch user interview because the audience is self-selected to actually engage with you.
  2. "Free tier should be generous enough for the habit to form before the paywall." This is not the same as "free tier should be unlimited." 15 is the sweet spot for grocery cadence. 5 was the abuse-prevention number, and I had the framing backwards.
  3. Shipping the response same-day matters more than the change itself. The community signal is whether you listen. The number is secondary.

Built solo, side project from my day job, 12 weeks from initial commit to GA on both app stores, $0 marketing spend. Inflation antidote in your pocket.

Happy to AMA on the indie launch grind, the tech stack, or what I'd do differently. Will reply to every comment today.

reddit.com
u/zigzag1985 — 3 months ago

Launched my AI receipt scanner on Google Play and the App Store this week. 177 countries.

I built BiteSpend because my own household kept spending way more on food than we thought. We "budgeted" $600/month for April. The receipts said $940. (I made that number up but we were definitely off every single month and that's kind of the point)

The thesis: rent is fixed, utilities barely move, but food (groceries plus restaurants) is the biggest variable line in most household budgets, and almost nobody sees it clearly. By the time the BLS publishes the national price averages each month, you've already paid your bill. And your bill is not the average. Coffee is up 27% in the last 11 months according to BLS. Ground beef is up 16%. Eggs fell 54%. Your specific cart probably moved by a number unique to your household.

https://preview.redd.it/6xnu34143g3h1.png?width=1080&format=png&auto=webp&s=69dc1f0dcb592557c38341570f9208c4d5d1feef

What BiteSpend does:

  • Snap any grocery or restaurant receipt
  • AI extracts every line item in under 5 seconds (Gemini 2.5 Flash)
  • Builds a live food budget across the stores you actually shop
  • Tells you when the same item costs less at a different store
  • No bank linking, no ad SDKs, no selling data

Stack:

  • React Native + Expo for mobile
  • Express + tRPC for backend
  • MySQL
  • Gemini 2.5 Flash via Forge for AI extraction

Live now on both Google Play and the App Store in 177 countries.

Honest feedback welcome, especially on what I could be doing better.

Website: https://bitespend.com

Google Play: https://play.google.com/store/apps/details?id=com.bitespend.app

App Store: https://apps.apple.com/us/app/bitespend/id6764653856

reddit.com
u/zigzag1985 — 3 months ago

Launched my AI receipt scanner on Google Play and the App Store this week. 177 countries.

I built BiteSpend because my own household kept spending way more on food than we thought. We "budgeted" $600/month for April. The receipts said $940. (I made that number up but we were definitely off every single month and that's kind of the point)

The thesis: rent is fixed, utilities barely move, but food (groceries plus restaurants) is the biggest variable line in most household budgets, and almost nobody sees it clearly. By the time the BLS publishes the national price averages each month, you've already paid your bill. And your bill is not the average. Coffee is up 27% in the last 11 months according to BLS. Ground beef is up 16%. Eggs fell 54%. Your specific cart probably moved by a number unique to your household.

https://preview.redd.it/nn4qrykj0g3h1.png?width=1080&format=png&auto=webp&s=a3f941fe867d69e86e5e6132ba8bd8562a979795

What BiteSpend does:

  • Snap any grocery or restaurant receipt
  • AI extracts every line item in under 5 seconds (Gemini 2.5 Flash)
  • Builds a live food budget across the stores you actually shop
  • Tells you when the same item costs less at a different store
  • No bank linking, no ad SDKs, no selling data

Stack:

  • React Native + Expo for mobile
  • Express + tRPC for backend
  • MySQL
  • Gemini 2.5 Flash via Forge for AI extraction

Live now on both Google Play and the App Store in 177 countries.

Honest feedback welcome, especially on what I could be doing better.

Website: https://bitespend.com

Google Play: https://play.google.com/store/apps/details?id=com.bitespend.app

App Store: https://apps.apple.com/us/app/bitespend/id6764653856

reddit.com
u/zigzag1985 — 3 months ago

After getting tired of guessing where my grocery money went, I built an app that scans receipts and tells me what's cheaper elsewhere — beta open on Android + iOS

Hey r/SideProject 👋

I'm the solo founder behind BiteSpend. After staring at my Costco + Trader Joe's + ethnic grocery receipts every week and having no idea which one was actually cheaper for the things I buy, I built BiteSpend.

What it does: Snap a photo of any grocery or restaurant receipt. Gemini 2.5 Flash extracts every line item with price, normalizes the names ("ORG WH MLK 1G" → "Organic Whole Milk"), builds a live food budget, and starts showing you which store is cheapest for the things you actually buy.

Stack for the curious: React Native + Expo, tRPC + Drizzle backend, MySQL, Gemini 2.5 Flash for the OCR + item extraction.

Where I'm at:

  • Open beta on both Android and iOS today
  • GA on both stores by end of May
  • 12+ active beta testers

What I'd love feedback on:

  • Does the "snap receipt → see cross-store price intel" pitch click in 5 seconds, or does it sound like every other budget app?
  • Hardest UX bet was not asking users to categorize anything manually. Does that feel like a feature, or a missing feature?

Happy to answer questions about the build, the LLM cost math, or any of the dumb mistakes I made (good lord there are many). Happy to share the beta link in comments if anyone wants to try it.

reddit.com
u/zigzag1985 — 3 months ago

🥗 🛒 🍽️ Building a system that solves the expectation vs reality problem of most American households in what we spend on food every month @ bitespend.com — free tier with 5 receipt scans/month, paid version with unlimited scans and smart savings insights. Android only for now, iOS coming soon. Open to feedback!

https://preview.redd.it/ppk7yxa0g3ug1.jpg?width=1080&format=pjpg&auto=webp&s=68e284377761d8a54066e155b8d71a6f0f0740e6

reddit.com
u/zigzag1985 — 4 months ago