Company · About Data Bid Machine
Senior operators and an owned platform — built for pipeline truth.
Data Bid Machine pairs accountable strategy with the DBM workspace: CRM-linked measurement, structured playbooks, and reporting leadership can defend — not platform theater.
Why DBM exists
Auctions, attribution, and creative cycles move faster than most teams can govern by spreadsheet. We built DBM so operators have one place to align bids, budgets, and CRM reality — with humans in the loop when algorithms misread the funnel.
- Pipeline-ledSQL definitions and stage signals drive priorities — not blended platform metrics.
- Owned IPForecasts, diagnostics, and workflows live in the workspace — not scattered decks.
- Senior benchStrategists who can explain tradeoffs to finance and ship fixes with your team.
One measurement spine from click to revenue
When paid media, CRM stages, and finance reviews disagree, waste hides in the gap. DBM ties channels to pipeline stages so leadership sees the same story in weekly ops and board-ready summaries.
Our team
The Data Bid Machine team brings diverse skills, experience, and education across E-commerce, B2B, recruitment, marketing agencies, advertising, and more.
Our founders have decades of experience working with clients and building products. Team members have shipped on world-class data science, product management, and engineering programs.
DBM team members have created and launched products at The Home Depot, Airbnb, Facebook, AdRoll, LinkedIn, CareerBuilder, and ADP. Agency experience spans large holding companies and emerging shops: Publicis Sapient and Fathom.
Leadership
Abdel Tefridj
CEO, Chief Product & Technology Officer
Ellen Silva
General Manager
How delivery is organized
You work with senior practitioners grouped by function — not a rotating cast of juniors. Each lane owns outcomes and shares context inside the DBM workspace so nothing gets lost between meetings.
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Paid media leadership
Search, social, programmatic
Architecture, bid strategy, and release QA across platforms — with explicit tradeoffs when automation pushes spend into weak stages.
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SEO & content
Organic demand & technical SEO
Intent maps, technical fixes, and editorial cadence tied to pipeline stages — not vanity traffic dashboards.
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Data & measurement
Attribution, CRM, experiments
Offline conversions, stage definitions, and experiment readouts so finance and marketing argue about facts, not spreadsheets.
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Client success
Cadence, escalation, outcomes
Rituals that match your executive rhythm — weekly ops, monthly narrative, and clear owners when priorities shift.
Talk with a strategist Book a Revenue Efficiency Audit — prioritized leaks and fixes in about 48 hours.
Locations & coverage
Headquartered in the Atlanta metro with strategists and operators across regions for follow-the-sun coverage when auctions, launches, and incidents do not wait for one time zone.
Headquarters
1751 Point Pleasant, Smyrna, Georgia 30080, United States
Regional presence
Operating nodes across Americas, EMEA, and APAC for overlap handoffs — same playbooks and workspace, localized response times.
Pipeline-led partnership
Bring DBM alongside your revenue engine
Whether you need channel depth, measurement discipline, or both, we start with an audit so priorities are grounded in your CRM — not generic benchmarks.
Operating principles
Revenue over vanity
We optimize for pipeline, margin, and payback — not trophies that hide weak downstream quality.
Systems over heroics
Playbooks, QA on releases, and audit trails so standards hold when volume spikes.
Transparency
Explicit tradeoffs, exec-ready readouts, and no black-box “trust us” narratives.
Coverage that scales
Follow-the-sun ops when auctions move overnight — with escalation paths that do not bury risk in email.
The DBM workspace
One surface for diagnostics, experiments, and revenue narratives — so paid, organic, and leadership reviews speak the same language as your CRM.
- Connect truth — imports, offline conversions, and stage signals wired the way sales actually works.
- Run with guardrails — efficiency floors, experiment discipline, and alerts when reality diverges.
- Report with receipts — what moved, what we learned, and what ships next — weekly or monthly to match your cadence.
See the full platform story on the home tour; channel scope lives on Services.
HQ & how we work
Headquarters — 1751 Point Pleasant, Smyrna, Georgia 30080, United States
Distributed strategists and operators collaborate in the DBM workspace with shared standards — so you get consistency without bloated account overhead.
Next step
Start with a Revenue Efficiency Audit
Prioritized leaks and fixes in about 48 hours — no long-term lock-in.
Same senior team and workspace as our ICP programs.