Prospects and lists

Enrichment and AI first lines

Enrich prospects with job title, company and research from real sources, and write personalized AI first lines you can use as a variable.

On this page

Enrichment adds context to your prospects before you write to them. Prosyo only saves data a real source returned. It never guesses.

Run enrichment#

  1. Go to Prospects.
  2. Select the people you want to enrich. Use the checkbox in the header to select a whole page.
  3. Click Enrich with AI.
  4. Choose a mode (below).
  5. Check the estimated credit cost and click Confirm.

You can keep working while enrichment runs in the background.

Two modes#

Enrich only#

Prosyo reads the LinkedIn profile and fills in:

  • Job title and company, when they're on the profile. This includes headlines like Founder @ Company. Slogans aren't saved as a company name.
  • Research notes: seniority, likely buying role and conversation hooks.

Email, phone and website are filled only if a source actually returned them.

Write personalized line#

Prosyo writes a one-to-one opening line for each person, using:

  • the prospect's profile and research,
  • your workspace outreach / AI instructions (set in Settings → Workspace),
  • an optional extra prompt you type in the dialog.

The line is saved on the prospect as its first-touch line. Use it in any message with {{personalized_message}}, for example Hi {{first_name|there}}, {{personalized_message|hope all is well}}. You can read and edit it in the prospect side panel, and it syncs to HubSpot and webhooks.

Always read a few lines, and preview the campaign, before you launch. See Variables and personalization.

Example extra prompt:

Mention something specific from their recent role. Keep it under 20 words. No flattery.

Enrichment status#

Filter the Prospects table by Enrichment:

StatusMeaning
Not startedNever enriched
QueuedWaiting to run
EnrichedDone
Not enough dataThe profile didn't have enough public information
FailedSomething went wrong. Your credit was refunded.

Cost#

Each enrichment or personalized line costs 1 AI credit per prospect. Failed lookups are refunded automatically. See AI credits.

Upgrade

Enriching a big list? Top up with a credit pack (100, 250, 500 or 1,000 credits), or move to a plan with more monthly credits. See add-ons.

Enrich from Chrome#

With the Chrome extension you can save a LinkedIn profile and click Enrich right away, without opening Prosyo.

Best practices#

  • Enrich before you write the campaign so AI writing has context.
  • Enrich only the list you're about to contact, not your whole database.
  • Put your offer, tone and "never say" rules in Settings → Workspace → Outreach / AI instructions. Every AI line follows them.