Batch Research Table
Data enrichment for your list: one comparable, scored row per company or person, assessed against your rubric, with changes since the last run flagged.
Built for sellers, recruiters, investors and analysts using data enrichment to compare companies or people on shared criteria.
- Research person professional history
- Research person digital footprint
- Research person identity resolution
- GTM ideal customer profiling
- GTM account intelligence
- Research financial due diligence
- Research leadership background
- Research market competitive intel
Why this work is hard
Sellers, recruiters, investors and analysts comparing companies or people on shared criteria spend hours on this by hand: finding the right sources, reading them, checking them against each other and writing up what matters. The work is repetitive, it is easy to miss something, and nobody can show where a claim came from.
Batch Research Table does that work as a GREP AI agent. It runs weekly and delivers each edition without you asking. Every run delivers a spreadsheet, with every claim linked to its source.
What you get
How it works
- 01
Fill in the form
The form asks for: Entities: name, website or ticker (one per line); What to assess (template or rubric); Your context (optional).
- 02
Skills run
8 specialized skills run across live sources, registries and documents: research person professional history, research person digital footprint, research person identity resolution and more.
- 03
Evidence and checks
Every claim is cross-referenced and linked to the source it came from.
- 04
You get the result
Spreadsheet, ready to share, export or run again.
What Batch Research Table delivers
| Entity | Identifier | Industry (as of) | Employee range (as of) | Tech stack | Recent buying triggers (7 days to 2026-10-05) | Fit 1-5 with one-line reason | Suggested angle | Call | Change since last run | Key source with date | Source |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Acme (acme.com) - ACME Laboratories, a freeware site; not a company | acme.com | Hobbyist freeware/software pages (site accessed 2026-10-05). PDL lists a different entity, "acme widget works" (restaur… | unknown - site shows no company or headcount | unknown (site advertises thttpd as its own web server; no HR/payroll signal) | None found. Site shows no hiring, funding or leadership news. | 1 - acme.com is a personal/freeware lab site (Jef Poskanzer) with no employees or payroll need evident; the generic "Ac… | None. Re-run with the actual legal name, state or registry number of the Acme Corp you mean. | pass | first run | ACME Laboratories homepage, accessed 2026-10-05 | https://acme.com |
| Intel Corporation (listed as "Initech") | NASDAQ:INTC (intel.com) | Semiconductors (PDL, undated) | 10001+; PDL employee_count 91,036 (undated) - far above the 50-500 band | unknown - not researched | Not payroll-relevant: 2026-10-05 news is product and fab related (Nova Lake CPU leaks; Intel/ASML EUV milestone; Intel … | 1 - Intel is a ~91k-employee multinational; payroll for 50-500 US firms does not fit. "Initech" is a fictional name and… | None for this ICP. If you meant a real company named Initech, supply its domain. | pass | first run | Intel stock drops after Musk hints at additional partner - Morningstar/MarketWatch, 2026-10-05 (headline only) | https://www.morningstar.com/news/marketwatch/2026100555/intels-stock-drops-after-musk-hints-at-an-additional-partner-fo… |
| Globex (globex.io) - unverified | globex.io | unknown | unknown | unknown | unknown | Unverified - globex.io did not load (502, 2026-10-05) and PDL returned no match. A search surfaced a LinkedIn page "Glo… | None until identity is confirmed. | look closer | first run | PDL company enrichment: no match for globex.io, run 2026-10-05; search lead only | https://linkedin.com/company/globexio |
4 rows × 12 columns
FAQ
What does Batch Research Table need to run?
Batch Research Table needs entities: name, website or ticker (one per line) and what to assess (template or rubric); your context (optional) is optional.
How often does Batch Research Table run?
It runs weekly and delivers each edition without you asking.
What does Batch Research Table deliver?
Every run delivers a spreadsheet, with every claim linked to its source.
Can I change what Batch Research Table does?
Yes. Every GREP AI agent can be cloned into your workspace, where you can edit its instructions, add your own sources and files, and change its schedule.
How many entities can I enrich per run?
Up to 25 companies or people per run, one per line, identified by name, website or ticker. Extras are listed on the Notes sheet as not run.
What if my rubric leaves a field undefined?
The agent infers a sensible default from the list type: firmographics for accounts or suppliers, fundamentals for deal screens and professional profile for candidates. With no scale given, it scores 1 to 5.
How are changes between runs flagged?
Weekly re-runs compare against the prior run and flag a change only when a rubric value, the score, the call or a material event differs. Missing facts are marked "unknown" rather than guessed.
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Run Batch Research Table in minutes.
Free to start. Run it once, put it on a schedule, or clone it and make it yours.