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Project-timed nurture workflow agent for small industrial manufacturers on HubSpot: clears the post-show lead backlog and follows each buyer's spec and approval timeline
This agent clears the weeks-old pile of trade show leads at an 11 to 50 person industrial manufacturer, then runs nurture that follows each buyer's project timeline (spec, submittal, quote, approval) instead of a generic drip. It watches for spec-stage signals like drawing downloads, sample requests and quote questions, checks the ERP and distributor coverage, and fires a rep, engineer or channel-partner handoff at the moment a meeting can actually move pipeline.
| ROLE | REVOPS / OPERATIONS | PLATFORM | HUBSPOT |
|---|---|---|---|
| INDUSTRY | MANUFACTURING / INDUSTRIAL | ||
| DRAWN BY | HACKING DEMAND | ISSUED | OCTOBER 30, 2026 |
What The Spec Tracker does
After every show, the sales team comes home to stacks of scanned badges, business cards and phone notes, then goes straight back to quoting and distributor calls. Weeks later most of those leads have never received a follow-up, and by then the engineer who stopped at the booth has moved on or picked a competitor's spec. The Spec Tracker works for the RevOps lead and the small sales team. It owns three things: clearing any untouched post-show backlog (including leads from past shows still sitting in spreadsheets or HubSpot with no activity), capturing where each lead's project actually sits and when decisions are due, and running branching nurture that stays relevant across a buying cycle that can run many months. It checks the ERP for existing customers, open quotes and order history, respects distributor territories, and triggers a human at the stages where a conversation matters: a sample request, a spec question an engineer must answer, a quote-ready project, or a lead that belongs to a channel partner.
Built on HubSpot
The company already runs HubSpot, and its workflows, custom properties, deal records and email tools handle branching nurture and stage-based triggers well, so the nurture logic lives there. Breeze agents can help draft personalized first touches from booth notes and summarize lead context for rep briefs. HubSpot falls short on two things this situation needs: reliable reads from the ERP and reasoning over free-text replies about project timelines. A small custom AI build orchestrated in n8n fills those gaps, syncing ERP accounts and quotes on a schedule, parsing replies into project stage and dates, and checking the distributor map before anything sends. Chili Piper handles territory-correct booking, and FullEnrich patches the incomplete badge data that shows always produce.
What starts it
- A trade show list, badge-scan export or card-scan batch is uploaded to HubSpot, or a weekly sweep finds show-sourced contacts with no logged activity after a set number of days
- A lead replies, books, or answers a short project-timeline question (stage, target spec date, expected order window) in a nurture email
- A spec-stage signal fires: CAD or drawing download, datasheet or certification page visit, sample request form, or a known account surfacing on the pricing or distributor-locator page
- A project milestone date captured on the deal or contact arrives (spec freeze, bid date, budget approval), so the agent re-engages ahead of the decision instead of after it
- An ERP sync shows a new order, quote or account change that affects an open lead (existing customer, lapsed account, quote issued through a distributor)
What it reads
- HubSpot contacts, companies, deals, custom project properties (application, project stage, spec date, order window, distributor of record) and email engagement
- ERP customer, quote and order records, read-only via a scheduled sync built in n8n, matched to HubSpot companies by account number and domain
- Distributor and channel partner territory map (kept in HubSpot custom objects or an Airtable base) listing coverage by region, product line and account
- Show capture data: badge-scan exports, card scans and rep booth notes, including any handwritten priority markings typed in
- Website and content engagement from HubSpot tracking plus Warmly for account-level visits to drawing, spec and certification pages
- Enrichment from FullEnrich to fill missing titles, direct emails and company details on incomplete badge scans
How it works, step by step
- Sweep and clean the backlogOn upload, and weekly after that, the agent pulls every show-sourced contact with no activity. It dedupes against HubSpot, enriches gaps with FullEnrich, normalizes company names, and flags records with no usable email for a rep to handle by phone. Old leads from past shows are scored by age, booth notes and fit so the most recoverable ones go first rather than all at once.
- Check the ERP and channel map before any outreachEach company is matched to ERP records. Existing customers with recent orders are routed to their account owner and excluded from prospect nurture. Lapsed accounts get a win-back branch. Leads inside a distributor's protected territory or tied to a distributor-issued quote are tagged with the distributor of record so nothing goes out that undercuts the partner.
- Ask where the project standsThe first touch, sent from the rep who worked the booth, references the show and the booth note and asks one short question: what stage is the project in and when do they expect to spec or order. Answers (by reply or one-click link) are parsed by a custom AI agent and written to project stage and date properties. Non-responders fall into an application-based branch built from the products they asked about.
- Run project-timed branching nurtureHubSpot workflows branch by project stage and role. Design engineers get drawings, tolerances, material and certification content. Procurement gets lead times, MOQ and distributor availability. Maintenance and plant buyers get retrofit and replacement content. Cadence slows for leads with order windows far out and tightens as captured milestone dates approach, so the buyer hears from the company ahead of spec freeze or bid day.
- Fire agent triggers at key stagesWhen a lead downloads a drawing, requests a sample, asks a technical question or replies with a near-term date, the agent stops the drip, writes a short brief in HubSpot (show context, booth note, project stage, ERP history, pages viewed, distributor of record) and acts: offers a Chili Piper booking link routed to the territory rep, creates a task for the application engineer, or prepares a partner referral.
- Coordinate with the distributor when the lead is theirsFor channel-owned leads, the agent drafts a referral package (contact, project, stage, spec needs) for the partner manager to approve and send, then sets a check-in task to confirm the distributor made contact. If no contact is logged within the agreed window, the partner manager is alerted rather than the agent reaching out directly.
- Report and recycleWeekly, the agent posts a summary to the RevOps lead: backlog cleared by show, leads by project stage, meetings booked, distributor referrals pending, and stalled projects. Leads that say the project was cancelled or postponed move to a long-cycle check-in timed to their stated new date instead of being dropped.
When a person takes over
- Application engineer: any technical question about tolerances, materials, certifications, compatibility or custom specs. The agent never answers spec questions itself; it routes the question with full context and pauses nurture until the engineer responds.
- Territory rep: a sample request, a reply with a near-term spec or order date, or a booked meeting. The rep receives the brief and owns the conversation from that point.
- Channel partner manager: any lead inside a distributor territory or tied to a distributor quote. The manager approves every referral and resolves conflicts when a buyer asks to purchase direct.
- RevOps lead: ERP and HubSpot mismatches (one company with multiple account numbers, a contact listed under two distributors) and any lead the agent cannot confidently classify, so bad matches get fixed instead of guessed.
Rules it follows
- No pricing, lead times, stock levels or discounts are ever stated in agent-generated messages. These come only from the rep or distributor because the ERP and the channel agreement are the source of truth.
- Channel conflict rule: any company tied to a distributor of record or protected territory is never sent direct-buy messaging or a direct booking link without partner manager approval.
- Technical claims are drawn only from an approved library of datasheets, certifications and application notes. Anything outside that library is routed to an application engineer.
- ERP access is read-only and limited to account, quote and order fields needed for routing. Financial terms, credit status and margin data stay out of prompts and logs.
- Existing customers with open orders or active quotes are suppressed from prospect nurture, and everyone has a working unsubscribe and frequency cap across all branches.
How you know it works
- Median days from show end to first personal touch, and share of show leads still untouched after two weeks
- Share of leads with a captured project stage and expected spec or order date
- Meetings booked and sample requests per show, split by direct and distributor-routed
- Pipeline created from show-sourced leads, tracked against the original show as source, including deals that close months later
- Distributor referral acceptance rate and time from referral to partner contact
From pilot to live
- Pilot on the most recent showConnect the ERP sync and territory map, build the project properties, and run the backlog sweep and project-timed nurture on one recent show's leads. Every first touch and every distributor referral is reviewed by a person before sending while matching rules and branch logic are tuned.
- Recover older shows and add stage triggersExtend the sweep to leads from previous shows still sitting untouched, turn on spec-stage triggers (drawing downloads, sample requests, Warmly account signals) and engineer routing, and loosen review to spot checks once match accuracy and handoff quality hold.
- Run every show by default, maintained ongoingEach new show gets a pre-built upload path and branch set before the team leaves for the event. Ongoing maintenance covers ERP field changes, new product lines and content, territory updates when distributors change, deliverability monitoring, and a monthly review of branch performance with the RevOps lead.
Tools that fit
HubSpot
CRM and marketing software
n8n
Workflow automation platform
Chili Piper
Demand conversion platform
FullEnrich
Waterfall contact enrichment
Warmly
Reveal site visitors and buying signals
Some tool links are partner links. Hacking Demand may earn a commission at no extra cost to you.
This blueprint is a version of The Workflow Operator (workflow agents) ↗
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Scope this agent ↗ Get your own blueprint ↗Good questions.
Straight answers.
Our leads from last spring's show are still sitting in a spreadsheet. Is it worth contacting them now?
Yes, if you do it honestly. The agent references the show and asks where the project stands rather than pretending the lead is fresh. With spec-driven cycles, many projects that were early-stage at the show are still open. It prioritizes by booth notes, fit and age, and moves anyone who says the project is dead or postponed to a check-in timed to their new date.
How does it avoid stepping on our distributors?
Before any outreach it checks the territory map and the ERP for distributor-issued quotes. Leads that belong to a partner get no direct-buy messaging. Instead the agent prepares a referral package that your partner manager approves, then tracks whether the distributor made contact. If a buyer insists on buying direct, a person decides, not the agent.
Our real customer data is in the ERP, not HubSpot. Does the ERP need to be fully integrated first?
No. The build uses a read-only scheduled sync of a few fields (account number, customer status, open quotes, recent orders, distributor of record) matched to HubSpot companies. That is enough to suppress existing customers, catch lapsed accounts and respect channel ownership. Mismatches go to your RevOps lead for cleanup rather than being guessed.
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