A composite analysis of Becc Holland's signature framework, captured across 30MPC Episode 31 (with Nick Cegelski and Armand Farrokh) and her Flip the Script webinar series. Becc Holland is the founder of Flip the Script and a former sales leader at Chorus and Gong.
Why this analysis exists
This is one of the source layers behind the BuildOS cold-email-icp-signal-design child skill. It supplies the relevance taxonomy the skill uses to grade the strength of a buying signal before approving a segment for outreach. Most "personalized" cold emails are actually decorative relevance attached to a commodity offer — Holland's framework is the cleanest cut for separating the two.
Core thesis
"If you can send the same email to two people, it is relevance — not personalization."
The AI era made personalization cheaper than ever and meaningful personalization rarer than ever. Every cold-email tool now ships a "personalized opener" feature that generates a sentence about the prospect's LinkedIn from a templated prompt. The recipient can spot it instantly. The result is a cold email market full of decoration with no substance underneath.
Holland's framework reframes the question. Stop trying to "personalize at scale" — that is a contradiction. Instead, decide which of the two jobs you are doing:
- Personalization is 1:1. Real research, specific to one human, that no other prospect could be the subject of. Time-intensive, used only for high-value executive outreach.
- Relevance is 1:many. A real reason a class of buyers should care, anchored to a recent observable signal. Scalable, used for volume motion.
Both can be done well. The failure mode is the middle — decorative personalization that fails the 1:1 test and offers no genuine relevance.
The four types of relevance
A segment's relevance comes in four flavors. Holland ranks them from weakest to strongest:
| # | Type | What it is | Strength | Failure mode |
|---|---|---|---|---|
| 1 | Firmographic | Relative to business traits — industry, company size, revenue band, region. | Weak | Every competitor is sending the same firmographic-targeted email. |
| 2 | Demographic | Relative to human traits — role, seniority, function. | Weak | Every "VP of X at $Y in revenue" gets identical pitches. |
| 3 | Technographic | Relative to the prospect's tech stack — they use Salesforce, they use HubSpot, they use AWS. | Medium | Higher than firmo / demo because it implies a current job; still static. |
| 4 | Trigger-based | Relative to an observable event — new hire, funding round, product launch, public statement, change in priorities. | Strong | Time-sensitive; loses strength rapidly after the event. |
The compound move: layer multiple relevance types. A trigger-based hook on a technographic match in a demographic role at a firmographic-fit account is far stronger than any single layer alone.
This is the formal version of what Connor Murray, Aaron Shepherd, Sam McKenna, and the rest of the cold-outreach canon all do intuitively. Holland's contribution is the taxonomy that lets you grade a draft against a clear rubric.
The three trigger sub-types
Inside Trigger-based relevance, Holland names three distinct sub-types:
| Sub-type | What it is | Example |
|---|---|---|
| Inbound | Hand-raisers — demo requests, contact-us submissions, pricing-page visits. | "You requested a demo last week and I noticed you also looked at our integrations page." |
| Postbound | Non hand-raising marketing actions — content downloads, webinar attendance, newsletter clicks. | "You downloaded our buyer's guide on X — the most common follow-up question is Y." |
| Bridgebound | Actions unrelated to your marketing at all — public news, LinkedIn posts, job changes, hiring announcements, conference speaking, public earnings calls. | "I saw you just hired a Head of Data — we worked with the last three Heads of Data at companies your size during their first 90 days." |
Bridgebound is the highest-leverage cold-outreach trigger because it does not require any prior engagement with your brand. It maps directly onto Craig Elias's A/B/C trigger taxonomy: Bridgebound triggers are the publicly-observable C-changes.
The "send to two people" test
The cleanest disqualifier in Holland's work:
"If you can send the same email to two people, it is relevance — not personalization. Stop calling it personalized."
This is the screenshot test for any cold email draft. Take the opening line. Could it apply to another prospect on your list? If yes, it is relevance (which is fine — but call it what it is and grade it by the four-type rubric). If no, it is personalization (which had better be earning the time you spent on it).
The cost of mislabeling is wasted effort. A team that thinks it is doing personalization at scale is producing decorative relevance with high production cost and low conversion. Calling it relevance forces a real question: is the relevance strong enough to justify the email?
What this contributes to the BuildOS ICP and Signal Design child skill
- Four-type relevance taxonomy as the signal scoring spine. The skill's signal scorecard requires every segment to name which of the four relevance types its hook depends on. Firmographic-only and demographic-only segments are downgraded; trigger-based segments are upgraded.
- Three trigger sub-types as the source-of-signal field. When the segment uses a trigger, the scorecard captures whether it is Inbound, Postbound, or Bridgebound — each has different staleness curves and different opening lines.
- Personalization-vs-relevance disambiguation. The skill's output explicitly classifies the hook as either Personalization (1:1) or Relevance (1:many). Drafts that mislabel themselves get sent back. The compiler refuses to call a templated opener "personalized."
- The "two people" test as a guardrail. Every draft anchor is checked against the test. If the line could apply to a second prospect, the skill marks the draft as relevance-grade and downgrades it from "personalized" to "relevance-1:many."
- Reconciles with Sam McKenna's SMYKM and Aaron Shepherd's volume motion. Sam McKenna's "Show Me You Know Me" is true 1:1 personalization — Holland's framework names it as such. Aaron Shepherd's volume motion is high-quality relevance — Holland's framework grades it as Trigger-based or Technographic 1:many. Both can be right; the skill picks based on mode.
How this interacts with the other source layers
- Craig Elias (A/B/C triggers): Holland's Bridgebound triggers are Elias's C-changes. Her framework is the categorization; his is the discovery and timing layer.
- Ash Maurya (switching triggers): Maurya's three switching-trigger types (bad experience, change in circumstance, awareness event) describe why the prospect is shopping. Holland's three sub-types describe how you observed it.
- MVS (Underscore): A segment that passes MVS but cannot name a relevance type is incomplete. The relevance type is a required field for an MVS-passing segment to graduate into outreach.
Caveats
- Podcast-only primary source. The 30MPC episode is the cleanest articulation; her own Flip the Script webinar page hints at the framework but does not lay it out in full. Cite the podcast as the primary; her webinar as the brand source.
- 2020-vintage framework, still current. Holland's framework was articulated before the LLM-generated-opener boom, but the "send to two people" test ages well — if anything, AI made it more important.
- Sales-team framing. Holland's primary audience is SDRs and AEs. Founder-led, recruiting, investor, PR, and customer-research outreach all use the framework, but the relevance vocabulary may translate (e.g., "Bridgebound" in PR context = a recent piece of editorial coverage that suggests the journalist's beat).
- No formal data behind the rank order of relevance types. The ranking (firmographic < demographic < technographic < trigger) is practitioner consensus, not experimental.
Source
- Primary podcast: 31 (Sell): Hooking Relevance with Personalization in Competitive Prospecting — Becc Holland on 30 Minutes to President's Club
- Show notes: Podtail listing
- Webinar page: How to Hook Personalization to Relevance — Flip the Script
- Brand: Flip the Script — Becc Holland's training company
- Author profile: Becc Holland on LinkedIn