AnyProspect
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AnyProspect

A prospect-enrichment workspace. Names in, reviewable websites and contact routes out.

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AnyProspect is in controlled evaluation. Policy pages are templates pending legal review and are not effective policies.

Northbay Supplynorthbaysupply.example
Cedar & Cocedarandco.example
Marlowe Goodsmarlowegoods.example
Verano Home
Ashfield Studiomarketplace.example/store
Kestrel Outdoorskestreloutdoors.example

Prospect enrichment

Every name, resolved.

Turn a spreadsheet of shop names into reviewable websites and contact routes — without researching every seller by hand.

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Private access while the product is in controlled evaluation.

The problem

A column of names is not a prospect list.

The source data is often nothing more than shop names in a spreadsheet. Before any of it is useful, someone has to do this, once per row.

  1. 01Search for each business by name
  2. 02Separate the seller’s own site from marketplaces and social platforms
  3. 03Find the matching TikTok identity
  4. 04Open pages looking for an email or a phone number
  5. 05Normalize whatever you found into consistent columns
  6. 06Merge it all back into the original workbook

Repetitive, slow, inconsistent, and hard to audit — and expensive the moment paid data sources get queried without batching or caching.

How it works

Upload, enrich, review.

One configured run over some or all rows of one uploaded file.

01

Upload

An Excel workbook or CSV up to 25 MB. AnyProspect finds the recognized shop, store, business, company, or name column and loads rows across every sheet.

02

Enrich

The cached TikTok Shop seller chain runs first, the seller’s own website is chased for contact details, and keyword website lookup fills in as a fallback. Progress streams row by row as it happens.

03

Review and export

Compare provider results side by side, or take the merged CSV — websites, emails, phones, social links, and the status of every row.

Seller-aware matching

Reach the seller, not the marketplace.

A name is followed through the seller chain to the business’s own domain — and the first loosely related result is not accepted just because it came back first.

  1. Shop name from your sheeta shop name
  2. Matched TikTok Shop sellerseller identity
  3. Seller profileprofile · handle · bio
  4. Owned websitesellers-own-domain.example

Rejected as the seller’s owned website

marketplace.examplesocial-platform.exampleaggregator.example

Returning a marketplace’s support address as your prospect’s contact is worse than returning nothing, so generic roots are filtered out rather than passed through.

Transparent results

A blank cell always has a reason.

Every row comes back with an explicit outcome. Missing data and system failure are never the same colour, and never the same word.

Useful resultOwned website plus at least one contact route.
PartialWebsite found, no contact details published on it.
No matchNothing found for this name. Neutral, never red — absence of data is not an error.
Generic domain rejectedA marketplace or social root was found and deliberately excluded as the seller’s site.
ErrorA lookup or scraping failure. Reserved strictly for the system failing.

No field is guaranteed to exist for any given prospect. Enrichment can be incomplete or incorrect, and results should be reviewed before use.

Controlled spend

Sample before you spend.

Third-party lookups have real marginal cost. Every control that limits them is in the product, not in a pricing footnote.

Test one
Run the comparison flow against a single row before committing a workbook.
Filter by name
Restrict a run to rows whose name contains a query.
Cap the rows
Set a positive row limit and stop there.
Cached lookups
Provider results are cached so repeat work does not re-bill.
Selective fallback
Website lookup runs only where the seller chain came up short.
Provider selection
Choose which sources take part in a comparison run.

What you get

Built around the work, not around a database.

AnyProspect does not own a contact database. You bring the list, choose how it is enriched, and export what was actually found.

Start from names alone

No domains, no IDs, no pre-cleaning. The recognized name column is found across every sheet in the workbook.

Reach the seller, not the marketplace

Generic marketplace, aggregator, and social roots are rejected, so you get the business’s own site.

Seller-aware matching

The TikTok Shop seller is followed to their profile to their owned website, with the name checked against the match.

See every miss

No match, no contacts, rejected generic domain, and genuine failure are four different outcomes, shown as four different outcomes.

Compare your sources

Run several providers over the same rows and read the normalized results side by side.

Sample before you spend

Single-row tests, name filters, row caps, and caching keep paid lookups off rows that do not need them.

Watch the run happen

Progress streams live, row by row, so a long batch is visibly working rather than silently pending.

Export back to your workflow

Enriched fields merge into a downloadable CSV: websites, emails, phones, social links, and provider status.

Owner-scoped by default

Every upload, progress stream, and download is bound to the authenticated user and their organization.

Data and responsible use

Where your list goes.

Uploaded lists and enrichment results may contain business contact information and, depending on the source, personal data. They are treated as sensitive customer data even when sourced from public pages.

Read the security detail

Data flow

  1. 01You upload a file to the application server.
  2. 02Recognized business-name columns are parsed and stored under ignored local application data.
  3. 03Business names and any search context are sent to the configured third-party lookup providers.
  4. 04Responses are normalized, selected results are cached, and progress streams to your session only.
  5. 05Merged CSV output is available through an owner-scoped download route.

Safeguards in the product today

  • Provider keys and calls are server-only
  • Better Auth sessions rather than a shared password
  • Database-backed rate limiting on authentication
  • Owner-bound run lookup, event streaming, and downloads
  • Path containment checks on output downloads
  • Organization and platform-admin role separation
  • Public sign-up disabled by default

These are meaningful controls, not a compliance certification. AnyProspect is intended for legitimate B2B research, seller partnerships, and compliant prospecting.

What it isn’t

The honest limits.

AnyProspect stops at enrichment and export. If you need any of the following today, it is the wrong tool, and we would rather you knew now.

Not a CRM

No saved lists, pipeline stages, or cross-workspace deduplication.

Not a sender

AnyProspect does not send outbound messages, sequences, or calls.

Not verified email

No email-verification service is implemented, so nothing is labelled verified.

Not guaranteed coverage

No match rate or contact-completeness guarantee is offered for any list.

Not a data owner

Results come from third-party providers and public web sources, not a proprietary database.

Not a compliance ruling

Lawful use in your market remains yours to determine.

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Start from the list you already have.

AnyProspect is in controlled evaluation and accounts are provisioned manually. Tell us what your lists look like and we will tell you honestly whether it fits.

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