The ABM pilot that can't spend its budget
HelioGrid sells predictive maintenance software to industrial manufacturers. Its first ABM pilot has a $45,000 monthly LinkedIn budget and a named list of 750 accounts. Marketing uploaded 2,900 CRM contacts; LinkedIn matched 1,150 of them (39%). Campaign targeting is company list AND job function 'Information Technology' AND seniority 'Director and above' AND member skills 'Manufacturing' AND 'Asset Management'. LinkedIn forecasts an audience of 4,800 members. After three weeks, only $9,100 of the $33,750 pacing target has been spent. Average frequency is 22, CTR has fallen from 0.52% to 0.21%, and 64% of form fills are managers rather than the plant directors the pilot was meant to reach. The sales team says the accounts are right but the people are wrong. The CMO wants to know whether to abandon the pilot, add budget, or change targeting, and what would count as success in the remaining five weeks.
1. Diagnose why the pilot is underspending while frequency is high. Which targeting choices would you change first?
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The constraint is audience size, not budget. $9,100 at roughly an $85 CPM is about 107,000 impressions. With only 4,800 eligible members, that is a frequency in the low 20s-the campaign is re-serving the same people because it cannot find enough new ones. Adding budget would raise frequency, not reach.
The four-way AND is the main culprit. The company list is a good anchor, but the skills filter ('Manufacturing' AND 'Asset Management') is restrictive and likely strips out plant and operations leaders. The contact list only matched 39%, so contact targeting is also shrinking the pool. Change in this order: keep the 750-account list; switch to job functions Operations, Plant Management, and Manufacturing rather than IT only; keep seniority Director+; drop member skills; and run a separate IT campaign if IT is a real buyer. If reach is still under 15,000, add a lookalike of matched contacts or a broader industry filter. Do not add budget until reach expands.
2. What should success look like for the remaining five weeks, and what would you report to the CMO?
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Success should be account coverage and qualified meetings, not CPL. For the remaining five weeks, targets: reach at least 60% of the 750 accounts, frequency under 6, 25 marketing-qualified accounts, and 8 meetings with plant or operations directors. Report by account: contacts reached, engagement score, form fills by persona, meetings, and pipeline. Also report sales-accepted leads, because the current manager-level fills are the symptom the CMO cares about.
Decision rule: if revised targeting reaches 60% of accounts and produces at least 5 director-level meetings, continue and scale. If account coverage stays below 40% or director-level meetings are absent, stop the ABM pilot and move the budget to a broader demand-generation campaign while sales works the named accounts directly.
3. How would you handle the 1,750 unmatched contacts?
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The 1,750 unmatched contacts are not usable for contact targeting, and buying personal emails would create compliance and deliverability risk. Use work emails and verify them; enrich missing titles and company domains; suppress duplicates and opted-out contacts. More importantly, stop treating contact targeting as the primary lever. The company list targets the account regardless of match rate, so the pilot can still reach the buying committee through company plus function plus seniority. Use matched contacts for exclusion, retargeting, and lookalike seeding, not as the only path in. Measure match rate by source so the CRM team knows which list sources are worth keeping.