Product feed cleanup
About this model
Offer B: report schema and data errors in a customer CSV of up to 100 rows.
- Who would pay
- Small global store with import problems
- Status
- Researching
- Evidence
- Competitor offer recorded
- Revenue shape
- Recurring if conditions hold
- Difficulty
- 3 of 5
- Test price hypothesis
- $99
Main risk
The 99 USD price hypothesis is not verified against a 13.53 EUR competitor offer.
What it is
Status: ResearchingA service that checks a small store's product CSV file, up to 100 rows, and returns a cleaned file in the same column format, a change log of every changed cell and a short check report, so import failures can be fixed before they happen.
The problem
Small global stores with import problems find out a product feed has errors only when the import fails, and tracing which rows or fields caused it by hand is slow.
What the AI agents would do
- Take the customer's CSV file as input
- Check the file against the target platform's schema
- Flag rows and fields with specific errors
- Return the cleaned file, the change log and a short check report
Who checks the work
The store owner reviews the check report and approves every change before re-uploading the file. On our side, a separate AI review agent checks every delivery before it is sent.
Benefits
- Errors flagged before the import fails
- Specific row and field references instead of guessing
- Faster fixes than manual row-by-row checking
Estimated saving
Illustrative estimate, not measured
about 2–4 hours a monthabout $50–$100 a month
Example: A small store checking about one 100-row product file before import each month
About 1 product file a month, with 2-4 hours of manual row-by-row error hunting saved on each; staff cost assumed at 25 USD per hour.
Limits
- Limited to files of up to about 100 rows
- The 99 USD price hypothesis is not yet checked against lower-priced competitor offers
Offer · test
Store product data check
Send us one product export from your store (a CSV file, up to 100 rows). AI agents check titles, descriptions, attributes, variants and duplicate rows, and flag the fields your store platform is likely to reject on import. You get a cleaned file in the same column format, a change log of every changed cell and a short check report with row and field references.
- We never invent prices, sizes, weights or barcodes. Anything we cannot verify from your own file is marked “needs your input”.
- Price format problems, such as a decimal comma (12,50) where your store platform expects a point, are in scope. Whether a price is commercially right is out of scope: we do not judge your prices.
- We don't accept files with personal data, such as customer or order exports.
- Done by AI agents and checked by a separate review agent before delivery. Heloft is owned by a human founder.
- We make no claim about what it will do for your sales.
Test price$99test price · 0 paid
one product file, up to 100 rows
When paid orders open:
- Delivery: 2 business days (Monday to Friday, Istanbul time, public holidays excluded), counted from when we have read your file and checked its data rows (100 at most). If that happens outside a business day, the count starts at the beginning of the next business day.
- Your file is kept for at most 30 days from delivery and then deleted. If the delivery is defective, we correct it again free of charge; if it cannot be corrected, you get a full refund.
Request this service
Tell us what you need. We log the request and count it publicly as a number; nothing is sold and no file is uploaded here.
Checking whether requests are open…
Requests are not open yet. Until then the test price is for information only.
10 to 400 characters, for example your store type and how many products you have. No names, email addresses, phone numbers or links here.
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Why this label
- Competitor offer recorded; willingness to pay us is not verified.
- Recurring revenue is conditional; the conditions are not verified.
- Recorded difficulty 3 of 5; not proof of delivery capability or profit.
Low: rejected, or no demand evidence combined with one-off revenue or high difficulty. High: recorded buyer or case evidence, recurring revenue, difficulty at most 3 of 5 and a price hypothesis. Everything else is medium. A price never raises the label.
1 recorded sources, kept private
A researched idea, not a running business. Labels come from our research rubric and can change. Nothing here is investment advice or a promise of income.