Scrape travel agent contacts and send personalized survey emails

The system scrapes travel agent listings, cleans up the data, and sends each agent a personalized AI-written survey email.

How the work actually flows

A straight line. Runs once per each travel agent contact.

Pattern: Sequence (1) ยท Multiple Instances with a priori Run-Time Knowledge (14)

flowchart TD trig(("you start the process")):::human s0["scrape travel agent listings"]:::svc s1["clean and standardize contact data"]:::task s2[["save contact to spreadsheet"]]:::mi s3["write personalized survey email"]:::svc s4["send email and log contact"]:::svc trig --> s0 s0 --> s1 s1 -->|"one per each travel agent contact"| s2 s2 --> s3 s3 --> s4 out[/"personalized survey emails sent"/]:::out pay{{"reach many agents without manual list work"}}:::pay s4 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
A stepAn outside serviceRuns once per itemA personResultPayoff
Build size
Standard

A mid-size build with several tools working together.

Business functions
Lead Generation & ProspectingEmail AutomationSpreadsheet & Database OpsWeb Scraping & Data CollectionSurvey & Feedback
Connects
OpenAIGoogle Sheets

The problem it solves

Building a list of contacts to survey or reach out to means visiting listing sites, copying details, and cleaning up messy formatting before you can even start writing outreach messages. Doing that manually for a large list of agents takes far longer than the actual outreach itself.

Who it fits

Researchers, marketers, or agencies running outreach campaigns to travel agents.

How it works

  1. You start the process and the system scrapes a travel agent listing site
  2. AI cleans and standardizes the raw data into names, emails, and agencies
  3. Each contact is saved as its own row in Google Sheets
  4. AI writes a personalized survey email for each contact
  5. Emails are sent and the sheet is updated to mark who was contacted
What you get

Survey responses from agents you never had contact info for

You get a clean list of travel agent contacts along with personalized survey emails sent out and tracked automatically.

What you get

A clean spreadsheet of travel agent contacts and a log of personalized emails sent.

What you need

An OpenAI account, a Google Workspace account, and a web scraping API.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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