• Tapistro
  • Posts
  • Agentic, Precise, Personal: The New Tapistro Features Redefining Your GTM Workflow

Agentic, Precise, Personal: The New Tapistro Features Redefining Your GTM Workflow

Tapistro's agentic research, personalized content, and precision targeting - built for GTM teams who can't afford to move slow.

Editor’s Note

GTM is getting sharper - and so are we at Tapistro. We're shipping fast because the teams winning right now aren't waiting; they're targeting precisely, personalizing at scale, and letting intelligent workflows do the heavy lifting. Here's what we've released to help you do exactly that.

🚀 New Features Driving Real GTM Impact 🚀

1. Email Content Generation: Personalization Without the Grind

Great outreach requires context. The problem isn't that your team can't write a good email - it's that writing a good email for every prospect, at volume, while keeping it relevant and on-brand, simply doesn't scale.

Tapistro's Content Generation AI Agent changes that. It uses the research and intelligence already built into your Journey- firmographics, intent signals, recent news, ICP pain points and others to write fully personalized emails for every contact.
No migrating data between tools. No rewriting templates. No briefing a content specialist. Refer to the intelligence you've already enriched, add context from other AI agents and build the results from these Content Generation Agents all while dramatically reducing the manual uplift.

Why it matters:

  • Emails built from your Journey, in your Journey: Every email uses the signals and enrichment you've already run -nothing gets lost in translation between tools

  • Tapistro’s Edge: Take relevant, researched insights into people's inboxes- things that actually matter to them and connect to your product

  • No manual migration: Research stays in Tapistro, emails get pushed out automatically - your team never touches a spreadsheet to move data across

  • Consistency at Scale: Every message feels personal, but your brand voice and solution positioning stay intact

🦄Real Impact: How an SDR Team Reached 3,000 Prospects in a Week Without Writing a Single Email

A fast-growing SDR team needed to scale outreach to 500 target accounts a month roughly 3,000 contacts a week with personalization that would actually land. Writing at that volume wasn't an option. Neither was sending generic templates and hoping for replies.

They built a Journey in Tapistro that enriched each contact with intent signals, ICP pain points, and account-level research, then used the Content Generation AI Agent to write a fully personalized email for every contact in the workflow.
Tapistro pushed each email directly into their outbound sequencing tool- no export, no copy-paste.

The result: 3,000 personalized, signal-informed emails sent in a week, with the SDR team focused entirely on the replies coming back.

  • 75%-time savings on email personalization with 4x reply rates compared to generic templates

  • SDRs focused on meaningful conversations, not copywriting

  • Signal-based proof points in every email made outreach feel timely and relevant

2. Keyword-Based Person Search: Stop Settling for Close Enough

Finding the right person isn't always about job title. Sometimes it's about the tools they've used, the systems they've built on, or the expertise tucked into their profile summary. And for many target personas, titles vary so widely across companies that building a reliable list by title alone is a losing battle - the same buyer might be a "Revenue Operations Manager" at one company and a "GTM Systems Lead" at another.

Keyword-Based Person Search cuts through that inconsistency and lets you search across profile summaries, headers, skill sections so you can find contacts based on what they actually know and work with, not just what their title says.

Looking for revenue ops contacts who've implemented Salesforce CPQ? Searching for engineers with Kubernetes experience at mid-market fintechs? Type the keyword, get the match- it's all searchable now.

Why it matters:

  • Precision Targeting: Search by tools, technologies, skills, or experience- not just title

  • Uncover Hidden Buyers: Find champions based on what they've used, not what they're called

  • Build Better Lists Faster: No more manual profile scrubbing or guesswork

  • Reach Tool-Specific Buyers: Target decision-makers already using (or evaluating) the tools your product integrates with or replaces

🦄 Real Impact: How a sales team found qualified leads using specific tools- fast

A B2B SaaS company needed to reach prospects using a particular PSA platform. The challenge? These details lived in profile summaries and headers, not in standardized job titles. Standard searches returned thousands of irrelevant contacts.

Using Keyword-Based Person Search with terms like "Workday analyst," "HRIS implementation," "Kantata analyst," they built a precise list of contacts who'd actually worked with the tools relevant to their pitch- all in minutes.

The outcome?

  • 3x increase in qualified leads per list

  • No manual labor: SDR team focused on outreach, not list building

  • Leadership impressed with the velocity of qualified leads found

  • 40% higher reply rates because outreach was hyper-relevant to prospects' actual experience

3. See the warm path in - before you reach out

Cold outreach works. But a warm intro works better - every time. The problem is knowing who in your network actually has a connection to the person you're targeting, and whether that connection is strong enough to use.

Relationship Mapper solves this. Add it as an enrichment step in any Journey - select Network Mapper, point it at your LinkedIn URLs, and it maps the hidden connections between your team and your targets across every workflow you run.

Each mapped contact surfaces the fields that actually help you prioritize the intro:

Connector Name

Who in your network knows them

Shared Company

Where the overlap happened

Connection Strength

How strong the relationship is

Connector LinkedIn URL

Direct link to reach your connector

Overlap Duration (months)

How long they worked together

Why it matters:

  • Stop guessing who knows who: Get a mapped, scored connection — not a hunch

  • Tapistro's edge: Network intelligence surfaced inside your pipeline - not in a separate tool

🦄 Real Impact: How a Sales Team Turned a Hidden Connection into Their Highest-Priority Meeting

A mid-market sales team was targeting senior engineering leaders at a shortlist of high-priority accounts - all in-market, all worth a personalized approach. The challenge: no existing relationships, no obvious way in.

Running Relationship Mapper in Tapistro Journeys as part of their signal surfacing across their target list, they surfaced a connection they wouldn't have found manually- a colleague who'd gone to university with the VP of Product at one of their top accounts. Different division from the VP of Engineering they were targeting, but the same tight network. They asked for the intro, got the meeting, and the cold email became a warm hello.

4.Multiple Sources in One Journey: All Your Data, One Workflow

Most teams are working from more than one list. Inbound leads in multiple CSVs, prospects in different CRMs or under different reps - right now, each one means a separate Journey, separate enrichment runs, separate outputs to reconcile.

Multiple Sources changes that. You can now combine data from different sources at the start of a single Journey. Everything is merged and deduplicated via Tapistro before any enrichment or AI steps run - so you get one clean pipeline, one place to track, one output.

Why it matters:

  • One workflow to manage: No more running parallel Journeys and stitching results together for same type of lists

  • Deduplication built in: Overlapping contacts across sources are automatically consolidated

  • Works with any combination: Mix CSV uploads, Web Dataset, 1st party email info- whatever your stack is

🦄 Real Impact: How a Data Research Team Unified Their Contact Sources, Scored on Intent, and Pushed Clean Leads to CRM

A data research team working with Tapistro brought together signals from multiple sources - intent data, firmographics, contact lists into a single Journey. They layered on scoring parameters on top of the merged data, and let Tapistro's AI agents generate personalized outreach for every lead that meets the bar.
Raw signal to personalized sequence, in one workflow. The hours that used to go into reconciling lists now go into deciding which segments to prioritize next.

Bonus: Search by Tenure - Catch Decision-Makers at the Right Moment

Timing is everything in GTM. New hires in their first 90-180 days are building their stack, evaluating tools, and making purchasing decisions that will define their tenure.

Tenure-Based Person Search lets you filter contacts by how long they've been in their current role- so you can prioritize prospects who are fresh in-seat, actively building or replacing systems, and open to new solutions.

Target buyers at the exact moment they're most ready to engage and influence decisions.

TL;DR

Have you explored these capabilities yet?
✅ Email Content Generation: Automate personalized outreach that actually resonates
✅ Keyword-Based Person Search: Find contacts using keywords, not just matching job titles
✅ Relationship Mapper: Find the warm intro hiding in your network before you go cold
✅ Multiple Sources in One Journey: Combine every contact list and signal source into one clean, scored workflow