Industry / SaaS
GTM engineering for SaaS companies
Broad products create broad TAMs. The failure mode is a thousand lookalike accounts and founders manually opening exhibitor websites. We turn use-case fit into scored lists, conference priorities, and CRM fields your team can actually run.
SaaS GTM engineering makes each account legible: what they do, which product line fits, who should own it, and what the next commercial action is, without hiding the reasoning behind a black-box score.
- One product, many buyer types
- When dozens of use cases are valid, generic list building mis-messages or misses fit entirely. We map accounts to use cases and APIs (or modules) that matter, not just industry tags.
- Conference and outbound lists need ranking
- A 5,000-name attendee dump is not a plan. LinkedIn and email capacity are finite. We build the research and scoring layer that tells reps which accounts get the next slot.
- Founder knowledge has to become infrastructure
- Hires need the judgment founders used on calls. That context belongs in scoring criteria, CRM properties, tasks, and follow-up automation, not in a Notion doc nobody opens.
Trackstar sells a universal supply chain API (warehouse systems, channels, carrier billing, ERPs). Demand was real; the buyer map did not collapse to one vertical. Inventory tools, returns platforms, 3PLs, visibility vendors, and ERPs could all buy for different reasons.
Jeremy Schneck was hiring a GTM engineer and talking to Clay agencies before working with Apero. The engagement was treated like an embedded hire: hours on use cases, APIs, and how each buyer type would connect.
Apero built a TAM scored across dozens of use cases. AI research agents inspect sites and integration pages where they exist, and pattern-match fit when the site is vague. Conference attendee lists run through the same engine so limited LinkedIn capacity goes to the highest-confidence fits.
Published results include fully booked conference schedules for the CEO and roughly seven figures in pipeline attributed to outbound and conference work, with sales hiring prospecting from scored lists instead of founder manual research.
- Use-case-level TAM and scoring
- Accounts tied to concrete product lines and pain classes, with reasoning a seller can inspect before spending a connection request.
- Research agents with narrow jobs
- Per-use-case agents (often Clay plus Exa or custom scrapers) that answer specific commercial questions instead of one generic "AI prospecting" blob.
- Conference and outbound routing
- Attendee and exhibitor lists prioritized against the same score model as cold outbound, with sequences in tools like Lemlist, HeyReach, or EmailBison as appropriate.
- CRM automation that survives hiring
- Call notes to tasks, follow-up rules, and fields that keep context in HubSpot, Salesforce, or Attio while sales scales past founder-led selling.
Growth Build/$15k implementation/$5k/mo ongoing
Multi-use-case TAM mapping
Map the universe against use cases, signals, and product lines, then connect results to one outbound or event motion.
Growth Build/$15k implementation/$5k/mo ongoing
Conference and outbound pipeline build
Research, prioritization, messaging, and routing for a defined channel, with measurement on replies and meetings.
Embedded GTM Engineering/$50k+ implementation/$20k+/mo ongoing
Embedded commercial infrastructure
Ongoing CRM automation, scoring, multi-channel outbound, and engineering capacity as the GTM team grows.
Ranges are directional. Final scope follows a working session.View engagement ranges.
Trackstar
Y Combinator SaaS: fragmented TAM scored by use case, conference lists prioritized, outbound tied to API fit. Client-approved stats below.
- Use cases scored in the TAM
- Dozens
- Conference schedules
- Fully booked
- Pipeline from outbound
- ~7 figures
- What does GTM engineering mean for a SaaS company?
- Market research, account scoring by use case, outbound and conference routing, CRM workflows, and reporting so a complex buyer map runs consistently across hires.
- Can Apero help when a SaaS product has multiple use cases?
- Yes. We define fit criteria per use case with your team, research accounts against those criteria, and push the results into the workflow sellers use daily.
- How is SaaS GTM engineering priced?
- Published tiers only: Growth Build from $15k minimum spend and $5k monthly ongoing minimum; Embedded GTM Engineering from $50k implementation and $20k monthly retainer. See the pricing page for scope examples.
- How does Apero decide whether an account fits a use case?
- We document the commercial signals for each use case with you, score accounts against them, and expose the reasoning (site evidence, integrations, patterns from known customers) instead of returning an unexplained number.
- Can Apero help a founder hand context to a new sales team?
- That is a common Trackstar-shaped problem: founder context becomes scoring, CRM fields, tasks, and follow-up automation so hires prospect from lists that already encode fit.
