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 personalization-vs-relevance 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?
How to apply the relevance test
Before any draft goes out, run it through Holland's framework:
- Name the relevance type your hook depends on. Firmographic-only and demographic-only hooks are weak; trigger-based hooks are strong. If all you know about the prospect is their industry and title, the email isn't relevant enough yet.
- For trigger hooks, know which kind you have. Inbound, postbound, or bridgebound — each has a different staleness curve and a different opening line. A trigger from last week opens differently than one from last quarter.
- Classify the hook honestly: personalization or relevance? Personalization is 1:1 (true only of this one person); relevance is 1:many (true of a coherent segment). Both are legitimate — but a templated opener is not "personalized," and calling it that is how you fool yourself.
- Run the "send to two people" test. If the anchor line could apply to a second prospect unchanged, it's relevance-grade, not personalization. That's fine — just don't pay 1:1 production cost for a 1:many line.
The trigger types here are the categorization; Craig Elias's trigger-event selling is the discovery-and-timing layer that tells you when a bridgebound trigger just fired.
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