BYOBot

Data Enrichment Automation

Automate Data Enrichment

Contact and account enrichment, deduplication, field standardization, list cleaning: describe your records and get a portable agent spec. First build free.

Enrich contacts Research accounts Dedupe a list Standardize fields Clean a CRM export Verify emails

What You Can Automate

✨
Contact Enrichment
Fill missing titles, company size, phone, and LinkedIn on thin records, so a list is ready for outreach instead of half-empty.
🔎
Account Research
Append firmographics, tech stack, and recent news to accounts, so a rep opens a call with context instead of a name.
🗃️
Deduplication
Find and merge duplicate records with the right survivorship rules, so your database stops counting the same company three times.
📏
Field Standardization
Normalize titles, company names, and formats, so segmentation and reporting work instead of fracturing on messy values.
🧹
List Cleaning
Strip invalid, bounced, and junk records from a list, so you are not paying to send into a black hole.
✅
Email Verification
Flag invalid or risky addresses before a send, so deliverability and sender reputation stay intact.

Tools It Works With

Apollo Clearbit Clay LinkedIn Salesforce HubSpot Google Sheets Slack

Where It Runs

💬
AI Chat Tool
Run it in any chat AI
Paste a list into Claude, ChatGPT, or Gemini with a BYOBot spec and get back the enriched, deduped, or standardized records. No OAuth required.
🖥️
Browser Agent
Agent gathers the data
A browser agent researches records across your sources and the web and writes the enriched fields back, without a developer wiring APIs first.
⚙️
Automation Stack
Fully automated enrichment
Wire the spec into your stack so every new record gets enriched and cleaned the moment it arrives, hands-off.

Build Your First Enrichment Agent

Describe the enrichment workflow. Get a portable spec. Run it wherever your records live.

$25 USD
S$34 SGD · 5 builds per pack · first build free
Build your enrichment agent →
No account. No code. Works with any data source.

Who Uses This

SDRs and BDRs Revenue Operations Growth Marketers Marketing Ops Founders Competitor Monitoring

Every workflow downstream of your data inherits its quality, and most data is a mess. Half the titles are wrong, companies appear three times under two spellings, and a third of the records are missing the field the whole play depends on. So targeting misbehaves, personalization falls back to a merge tag, and reporting quietly lies. Enrichment is the unglamorous fix, and it is exactly the kind of high-volume, rule-driven work that wears a person down and suits an agent.

BYOBot turns enrichment into a portable spec: a structured file naming the source, the fields to fill, the standardization rules, and the survivorship logic for merges. Build the enrichment spec once and run it by pasting a list into a chat AI, pointing a browser agent at your sources, or wiring your stack to enrich records as they land. It feeds directly into your Apollo automation and CRM automation, so the data is clean before a rep or a sequence ever touches it.

Start where the dirty data hurts most, usually thin inbound leads before they enter a sequence, and get enrichment running there. Once that works, deduplication and standardization follow the same pattern, and every downstream workflow gets more reliable for free. Handing enriched leads to sales? The lead management workflow carries them from clean record to routed opportunity.

Common Questions

BYOBot automates the work of making records usable: filling missing contact fields, researching and appending account firmographics, deduplicating and merging, standardizing titles and formats, cleaning junk from lists, and verifying emails. If the task reads records and writes cleaner, fuller ones, it can become an agent.
Enrichment automation reads each incomplete record and fills the missing fields, title, company size, phone, LinkedIn, industry, from your data sources and the web. A half-empty list becomes outreach-ready, so reps and sequences work from complete records instead of guessing or skipping.
Yes. Deduplication automation finds duplicate contacts and accounts, then merges them using the survivorship rules you set, which field wins when two records disagree. Your database stops counting the same company multiple times, so segmentation and reporting reflect reality.
It works across Apollo, Clearbit, Clay, LinkedIn, and your CRM because the portable spec maps the enrichment logic rather than one provider's API. You can combine sources and write the results back to Salesforce, HubSpot, or a sheet.
Yes. List-cleaning automation strips invalid, bounced, and junk records and flags risky emails before a send or a CRM import, so you protect deliverability and do not pollute your database with garbage. Clean in, clean out.
No. Paste a list into an AI chat tool for instant enrichment, run a browser agent that researches records across your sources, or connect the spec to your automation stack to enrich records as they arrive. You can start with no integration and automate later.