Competitor signal collection

Your next buyers are already visible on LinkedIn. You are just not collecting them.

Followers, competitor engagement, and post interactions are buying signals with a shelf life. This is the system that captures them, filters to ICP, and routes them to a rep while the signal still means something.

2,279 posts analysed 246 creators tracked 100+ B2B teams trained $1B+ business unit built
Signal board · this week LIVE
Dana WhitfieldVP RevOps · competitor post
2h act now
Marcus FeldHead of Growth · new follower
14h act now
Priya RamanDirector Demand Gen · comment
3d today
Tom OkaforCRO · profile view
9d decaying
247captured
92%ICP match
38%reply

A signal is not a lead. It is a lead with an expiry date.

half-life by signal type
Competitor post engagement act within 48h
New company-page follower act within 7 days
Comment or reply on your post act within 14 days
Profile view from an ICP account act within 30 days
Bought list, no behaviour expired on arrival

The problem

LinkedIn produces the signal every day. Nobody is on the other end of it.

Your company page, your executives, and your competitors are generating purchase intent in public. Without a collection and routing layer, all of it expires quietly while your pipeline stays cold.

01

Intent that never reaches a rep

Followers, likes, comments, and competitor activity are all expressions of interest. Without a system that captures and routes them, they vanish before anyone can act, and your SDRs keep working from a list that has never heard of you.

02

Lists are not signals

Most teams buy a contact list and blast it. Signal-based GTM inverts the order: start with people who already know your brand or are actively watching your competitors. Reply rates climb three to four times because the context is real.

03

No bridge between the signal and the meeting

Every play has to connect a specific LinkedIn action to a specific workflow and a specific opener. Without that bridge, signals stay in a spreadsheet and nothing changes in the pipeline.

The framework

Collect, enrich, activate, measure. Build it once, run it against every signal source.

Each stage has one job and one output. Nothing is bolted on later, because attribution at the end is only possible if collection at the start was structured.

Stage 01

Collect

Follower and engagement capture across your company page, executive profiles, and competitor content, written into one structured dataset.

247 signals / week
Stage 02

Enrich

Firmographics, title, function, company size, and verified business email appended, then scored against your ICP before anyone touches it.

92% ICP match
Stage 03

Activate

Routing into the rep who owns the account, with a sequence that references the actual signal instead of a generic pitch.

38% reply rate
Stage 04

Measure

Every meeting, opportunity, and closed deal traced back to the signal that started it, so you know which plays produce pipeline.

$82k / quarter

From signal to meeting

Thirty days, four moves, one live engine.

This is the build order. It is not a strategy deck; each week ends with something running.

Week 1 · days 0–7

Collect

  • Signal sources mapped and access confirmed
  • Collection running on page, profiles, competitors
  • Structured dataset live
Week 2 · days 7–14

Enrich

  • Firmographics and verified emails appended
  • ICP filter and scoring applied
  • First enriched batch delivered
Week 3 · days 14–21

Segment

  • Buckets by signal type and intent strength
  • Routing rules assigned to owners
  • Openers written per bucket
Week 4+ · days 21–30

Activate

  • Signal-referencing outreach live
  • First meetings booked
  • Attribution running

Signal taxonomy

Five signal types. Five different plays. One shared clock.

Treat them as one list and you get one generic sequence. Treat them separately and the message matches the moment, which is the entire advantage.

SignalWhat it impliesThe playAct within
New followercompany page · exec profile They opted into your point of view, but have not been asked for anything yet. Welcome, frame the problem you solve, make a soft ask. No pitch in the first touch. 7 days
Competitor engagementlikes · comments · shares They are researching the problem in public and have not picked a vendor. Point of view on the problem they are already discussing. Timing is the whole advantage. 48 hours
Your post engagementcomment · reply · share An open conversation with you that most teams let drop after the notification. Continue the exact thread they started. Highest reply rate of any bucket. 24 hours
Job changetarget account · new role New budget, new mandate, and a 90-day window before the playbook hardens. Congratulate, then offer the thing their predecessor never bought. 30 days
Profile viewICP account · identified Weakest signal on its own, strongest when paired with any of the four above. Never a first touch. Use it to prioritise who gets the next signal play. 30 days

Old way vs signal engine

Buying lists loses because the timing is already gone.

Purchased list
Reply rate2–4%
Context in the openernone
Time to first reply3–6 weeks
List decay per year40%+
Meeting cost~$800
Attributionguesswork
Signal engine
Reply rate32–38%
Context in the openerthe signal
Time to first reply48 hours
List decay per year<10%
Meeting cost~$250
Attributionper signal

Content buckets

One bucket per signal type, because the message has to match the moment.

Most teams write one sequence and fire it at every signal. That is cold outreach with extra steps. These are the three buckets that carry the reply rate.

Follower3–4× cold

They opted in. Do not pitch.

New company-page and executive followers get a welcome that explains what you solve and makes one soft ask. This bucket replies three to four times better than a cold list.

Opener: "You started following us after the piece on X. Here is the part most teams skip."
Competitorhighest intent

They are already shopping.

People engaging with a competitor's posts are researching the problem in public. Send a point of view, not a pitch. The advantage is purely that you noticed first.

Opener: "Saw you in the thread on [competitor]'s post about [topic]. Different take:"
Engagement38% avg

The conversation already started.

Likes, comments, and shares on your own content are the warmest signal you will ever get, and the one most teams leave in the notification tab.

Opener: "You asked in the comments whether [X] works at [company size]. Short answer:"

What the rep actually receives

The signal arrives with the context already attached.

This is the difference between a signal system and a scraping script. The rep does not open a spreadsheet and guess why a name is there. They open a card: who the person is, what they did, when they did it, and the line that references it.

The same record carries the source, so the meeting it produces can be traced back to the signal that started it.

DW
Dana Whitfield
VP Revenue Operations · Series B SaaS · 240 employees
▲ SIGNAL · commented on a competitor's post · 2h ago
"Dana, you were in the thread on forecasting hygiene this morning. The part nobody says out loud: most teams fix the dashboard and leave the source data broken. Worth 15 minutes?"
SOURCE · COMPETITOR ENGAGEMENTSCORE · 87

The stack

It plugs into what your team already runs. No rip and replace.

Four layers, and you probably own three of them already. The work is the connections, not a new platform.

Capture

  • LinkedIn pages
  • PhantomBuster
  • SignalScout

Enrich

  • Apollo.io
  • Clay
  • Verified email

Route

  • HubSpot
  • Salesforce
  • Outreach

Prove

  • Airtable
  • Notion
  • Make.com

Where this does not work

Three cases where I turn the engagement down.

  • Your buyers are not on LinkedIn. If the ICP lives in a channel where nobody posts, collects, or follows, signals do not exist to collect, and no amount of routing fixes that.
  • You have no publishing surface. A signal engine feeds on content and presence. With no company page and no executive posting, there is nothing for a competitor's audience to cross over from.
  • Nobody owns the follow-up. A signal has a 48-hour shelf life. If outreach sits in a queue nobody works, the system produces expensive reports instead of meetings.

Signal questions, answered directly

The five things every team asks before starting.

What signals do you actually track?
Five core types: new followers on company pages and executive profiles, competitor post engagement (likes, comments, shares), interactions on your own content, job-change alerts for target accounts, and profile views from ICP accounts. Each one triggers its own play with its own sequence.
How is this different from buying a ZoomInfo list?
A list tells you who someone is. A signal tells you they are in-market right now. Warm signal-based outreach gets three to four times the reply rate because the opener references real, recent behaviour instead of a job title.
How fast will we see pipeline?
Collection is live and producing enriched contacts inside 14 days. First meetings typically land in weeks three and four. Attribution gets reliable through months two and three as the playbook compounds.
Does this require LinkedIn Sales Navigator?
No. Sales Navigator helps with enrichment and InMail, but the engine runs on LinkedIn's public and authenticated layers. Most teams are already equipped.
What is the investment?
Engagements start at $5K per month with a 90-day minimum, which is the time it takes to build the playbook, enrich the first batch, and see pipeline. The 30-minute call maps your signal landscape and shows you the buyers already raising their hands.

Stop guessing. Start signal-based selling.

Thirty minutes. I map your signal landscape, show you the accounts already showing intent, and tell you whether this is worth building now or later. If it is not a fit, I will say so on the call.

The LinkedIn Follower Conversion Playbook
Koka Sexton
Home

Quick Answers

A Signal Play engine turns LinkedIn buying signals, such as new followers, competitor engagement, post interactions, and job changes, into meetings and revenue. It collects the signals, filters them against your ICP, and routes CRM-ready contacts to outreach.

What is signal-based selling?
Using live buying signals such as new followers, competitor engagement, post interactions, and job changes to prioritize outreach instead of working cold lists.
What is a Signal Play engine?
A system that collects those signals, filters them against your ICP, and routes CRM-ready contacts to outreach. It typically goes live in 2 to 4 weeks.
What signals do you track?
Competitor follower tracking, engagement monitoring, new-follower routing, content-interaction alerts, and job-change detection.
How does it perform?
Signal-based outreach typically beats cold outreach on reply and booking rate by roughly 3 to 4 times.