XQL Group · B2B marketing agency

SEO for Data Engineering Companies

Data engineering SEO for vendors whose buyers search mid-incident: "CDC from Postgres to Snowflake", "Fivetran vs Airbyte". We rank you for those searches and report activated accounts and closed deals from your CRM.

B2B tech companies worked with
60+
Years marketing to technical & executive buyers
9+
CRM-tracked marketing-led revenue
$30M+
AI Search recommendation success rate
80%
  1. A keyword map of failure-mode, connector, in-stack comparison and pricing-at-scale searches, ranked by activation and deal value.
  2. Failure-mode pages on schema drift, late-arriving data, idempotent loads and backfills that solve the problem and show where your tool fits.
  3. "[Source] to [destination]" connector pages, such as Salesforce to BigQuery, that state coverage honestly, including what you don't support.
  4. Comparison pages like "Fivetran vs Airbyte" and "[competitor] alternatives" with trade-offs a staff data engineer would sign off on.
  5. Docs and quickstart SEO, so the pages engineers land on are crawlable, linked and kept from cannibalizing your marketing pages.
  6. Worked pricing-at-scale examples that make a consumption bill predictable and give your champion numbers for the budget review.
  7. CRM tracking from organic visit to activated account, POC and closed-won, reported every month.
How the system works

How we run data engineering SEO

  1. Find the queries engineers type

    We map failure-mode, connector and comparison searches in your category and check where your docs and marketing pages rank. Educational head terms go to the bottom of the list.

  2. Agree on activation

    Together we pick the signal that predicts revenue, like a connected production source or a second use case, so free-tier signups stop passing for demand.

  3. Write to an engineer's standard

    Pages include real architecture, reproducible methods and known limitations. Your engineers review for accuracy, and we handle research, writing, technical fixes and links.

  4. Track through the POC

    Monthly reports follow organic accounts through activation, POC and budget approval. When deals stall on cost, we build the pricing content that answers the question.

The XQL difference

Why data tooling companies work with us

  • 01

    Rankings built on problems that don't get renamed

    The data stack renames itself every eighteen months. We anchor your rankings on jobs that stay put, like CDC, schema drift and moving data between named systems, and add new category terms only where demand is real.

  • 02

    Content an engineer won't bounce from

    Data engineers read a ranking page looking for the flaw. We write with real architecture, honest limitations and working examples, because thin content loses you the ranking and the trial at once.

  • 03

    Docs are part of the plan

    For data tools, docs often outrank marketing pages on the highest-intent queries. We bring docs, quickstarts and developer subdomains into the SEO plan and stop them competing with your product pages.

  • 04

    We report activated accounts

    Free-tier signups look like demand until finance asks about revenue. We track organic accounts through activation, POC and budget review in your CRM. The same tracking covers $30M+ in marketing-led revenue across our 60+ B2B tech clients.

Why XQL vs alternatives

Compared with the usual alternatives

DimensionTypical approachThe XQL way
DevRel team writing tutorialsWrites credible technical posts with no keyword plan, link building or pipeline tracking behind them.Turns that credibility into ranked failure-mode and connector pages tracked to activated accounts.
Generalist SEO agencyChases "what is a data lakehouse" traffic and publishes buzzwords a data engineer dismisses on sight.Targets connector, failure-mode and comparison searches and writes to an engineer's standard.
Freelance technical writerCan write a solid tutorial, and leaves strategy, technical SEO, docs and tracking to you.One team covers strategy, writing, docs SEO, links and CRM reporting.
Sponsored newsletter placementsBuy a week of attention from data engineers that fades once the issue is archived.Builds pages that keep ranking for the searches engineers run when pipelines break.
Commercial outcomes

Proof from the same playbook.

Strategy first, channels second, sales feedback always. We measure by the qualified demand and revenue we can trace back inside the CRM.

Selected results
  • $10Minbound pipeline per year

    Relevant Software

    Software development company · 3 years
    • $1M revenue/year
    • Cost per MQL & SQL halved

    Our founder led their marketing as Head of Marketing, running a 7-person team across SEO, demand gen, and paid, with $1M/year in marketing revenue. Re-engaged in 2026 and halved cost per MQL and SQL.

    ServicesFractional CMO · SEO · Demand Generation · Paid Ads

  • Senior operators on every account. Never a junior pod.
  • $5.5Mpipeline per year

    Confidential client

    Software development company · 3.5 years
    • 140 SQLs/year
    • $600K SEO revenue

    Ran the full marketing function for 3.5 years: 140 SQLs and ~$600K in revenue per year from SEO alone, plus 10 MQLs/month from LLM recommendations.

    ServicesFractional CMO · SEO · Appointment Funnels

    “Their focus on results and true interest in making things work set them apart.”

    — Content Manager
  • $1.8Minbound pipeline, built from zero

    WeSoftYou

    Software development company · 3 years
    • 100% YoY SQL growth
    • 207% traffic increase

    Rebuilt inbound from scratch: 100% YoY SQL growth, 207% more traffic, domain rating from 12 to 45, and 141 articles shipped.

    ServicesFractional CMO · SEO · Demand Generation

    “We've seen a 207% increase in web traffic and our domain rating improved from 12 to 45.”

    — Maksym Petruk, CEO & Founder, WeSoftYou
  • 28.88×return on ad spend

    Intelvision

    Staff augmentation company
    • $240K revenue from Meta
    • 5 deals in 12 months

    Took a referral-only firm to a real new-business engine: 5 deals and $240K revenue from Meta in a year, plus 2 to 4 SQLs/month from ChatGPT.

    ServicesMeta Ads · Fractional CMO · AI Search

    “Their expertise and proactiveness have impressed our team.”

    — Yurii Kotula, CEO, Intelvision
  • $2Min deals sourced from ChatGPT

    Computools

    Software development company
    • 2 enterprise deals from LLMs
    • 3-month engagement

    Positioned them as the recommended Salesforce partner inside the major LLMs. Two $1M enterprise deals closed from ChatGPT in a 3-month engagement.

    ServicesAI Search · Fractional CMO · Meta Ads

    “They operated with the discipline and initiative of an internal senior marketer.”

    — COO, Computools
  • +1,413%organic traffic growth

    DBB Software

    Software development company · 3 years
    • 28 SQLs from zero
    • 3 deals won

    Built the marketing function from zero (website, SEO, paid, AI search), growing monthly clicks from 166 to 2,513 and winning 3 enterprise deals.

    ServicesFractional CMO · SEO · AI Search · Meta Ads

    “They defined a clear marketing strategy and established our unique value proposition.”

    — Volodymyr H., COO, DBB Software
  • +500%more SQLs from organic

    Synebo

    Salesforce consulting company
    • 2.73× organic traffic
    • MQL→SQL 17% → 29%

    Turned Salesforce-niche SEO into a deal channel: 2.73× traffic and MQL-to-SQL conversion up from 17% to 29%.

    ServicesSEO · Content Marketing

    “We have started receiving our first inbound requests.”

    — Anna Senchenko, Marketing Lead, Synebo
  • 2×more clients in 2024 vs 2023

    Cieden

    Product design agency · 9 months
    • 133% more SQLs/month
    • 2.4× organic traffic

    Restructured the marketing team and shifted to lead-driving SEO, doubling client count and growing SQLs 133% in nine months.

    ServicesSEO · Fractional CMO

  • 80%of service pages in Google's top 5

    Noltic

    Salesforce consulting company · 9 months
    • 20/25 pages top 5
    • First SEO deals closed

    Switched them from brand-awareness content to lead-driving SEO. 20 of 25 service pages ranked top 5 and the first deals closed from organic.

    ServicesSEO · Fractional CMO · Content Marketing

    “XQL Group's marketing expertise is a hallmark of the engagement.”

    — Anna Riabushenko, Head of Marketing, Noltic
  • 2,000monthly organic visitors, from zero

    Artkai

    Software development company · 9 months
    • DR 27 → 44
    • 50+ leads generated

    Stood up SEO as a new acquisition channel: domain rating 27 to 44, 50+ leads, and 88 articles in nine months.

    ServicesSEO

    “Their subject matter expertise is highly impressive.”

    — Kos Chekanov, CEO & Founder, Artkai
  • 15×AI-assistant traffic growth

    Gapsy Studio

    Design agency · 3 months
    • +70% Google clicks
    • First SQLs from SEO

    After six months of zero results from another agency, we delivered +70% Google clicks and grew AI-assistant traffic from 10 to 154/month in three months, plus the first SQLs from SEO.

    ServicesSEO · AI Search

  • 104appointments from paid

    Kitrum

    Software development company
    • 466 leads
    • $25.79 cost per lead

    Meta appointment funnels at scale: 466 leads and over 100 booked sales conversations from a single paid channel.

    ServicesAppointment Funnels · Meta Ads

    “They've brought structure, strong execution, and constant initiative.”

    — Lead of Marketing, Kitrum
  • $840customer acquisition cost

    Split Development

    Shopify development agency
    • 66 leads at $38 CPL
    • 3 deals in 4 months

    Built paid funnels from scratch. $2,522 in ad spend returned 3 signed clients and 66 leads at $38 CPL in under 4 months.

    ServicesMeta Ads · Fractional CMO

  • 4 clientswon in the first 3 months

    Hoverla Soft

    Software development company · 3 months
    • Marketing built from zero
    • ABM + social selling

    Set up marketing from zero: positioning, website, LinkedIn social selling, and an ABM campaign that landed four new clients fast.

    ServicesFractional CMO · ABM · LinkedIn

    “Their ability to combine strategic vision with hands-on execution was particularly valuable.”

    — CEO, Hoverla Soft
  • 1 dealclosed in a single month

    SolarSpark

    Game development studio · 1 month
    • Recommended by LLMs
    • 2 commercial keywords

    Positioned a small studio in a niche AI-search category. LLMs recommend them for 2 commercial keywords, and they landed a big client within a month.

    ServicesAI Search · AEO/GEO · Website

    “They knew how to approach AI search practically, not just in theory.”

    — CEO, SolarSpark
  • 100%AI-search placement success

    Baytech Consulting

    Software development company
    • 3 keywords, all LLMs
    • Deal from paid funnels

    Recommended by every major AI assistant for 3 commercial keywords, plus a deal closed from Meta appointment funnels.

    ServicesAI Search · Appointment Funnels

    “What impressed us most was their deep specialization with software development companies.”

    — Partner, Baytech Consulting
  • #1AI recommendation in one month

    Opsworks

    DevOps company · 1 month
    • Recommended by major LLMs
    • 1 commercial keyword

    Positioned for an important commercial keyword and recommended by the major AI assistants within a single month.

    ServicesAI Search · AEO/GEO

  • 6 SQLsin year one, from scratch

    HBM

    B2B tech company · 1 year
    • 75 leads
    • 22 MQLs

    Took over marketing as their agency after an unsuccessful in-house run. GTM strategy, paid funnels, AI search, and LinkedIn delivered 75 leads and the first qualified pipeline.

    ServicesFractional CMO · GTM Strategy · Appointment Funnels · AI Search

  • 3 opportunitiesin two months from ABM

    Riseapps

    Healthcare software company · 2 months
    • 13 ICP calls
    • 2-month sprint

    A targeted ABM campaign booked 13 conversations with ICP accounts and opened three opportunities in two months.

    ServicesABM

  • $34per booked intro call

    Gointeger

    Shopify development agency
    • Positioning + website
    • Booked-call funnel

    Repositioned the agency, revamped the site, and built appointment funnels that booked qualified intro calls at just $34 each.

    ServicesAppointment Funnels · Positioning · Website

  • $123per qualified ICP call

    Omisoft

    Software development company
    • 76 leads
    • 34 appointments

    A custom AI-assistant paid funnel produced 76 leads and 34 booked appointments at $123 per call with an ICP.

    ServicesAppointment Funnels · Meta Ads

  • 2 dealsfrom $42 leads

    Rizz Group

    AI video production company
    • $42.34 CPL
    • $1,482 spend

    Meta appointment funnels delivered 35 leads at a $42 CPL and closed two deals on modest spend.

    ServicesAppointment Funnels · Meta Ads

  • Your case could be next.

    Browse the full set of SEO and paid outcomes we’ve engineered.

    See all case studies
Client signal

What B2B tech founders and CEOs say

Thanks to XQL Group's efforts, we've seen a 207% increase in web traffic and an improvement in domain rating from 12 to 45. The team has successfully optimized our SEO strategy and gained around 160 backlinks. Overall, they're responsive and thorough in their project management.
Maksym PetrukCEO & Founder, WeSoftYou
Since working with XQL Group, our domain rating has improved from 27 to 44. In addition, we've seen a 15% increase in monthly traffic within nine months. The team completes work on time and within the agreed budget. Moreover, their subject matter expertise is highly impressive.
Kos ChekanovCEO & Founder, Artkai
XQL Group's efforts have resulted in 44 leads from paid campaigns and improved web traffic from Germany by 5x. The team is responsive, quickly surfaces issues, and communicates regularly through chats and virtual meetings. Their expertise and proactiveness have impressed our team.
Yurii KotulaCEO, Intelvision
Organic traffic has increased by 10–15% each month, and we have started receiving our first inbound requests. XQL Group's optimization tips have also helped improve keyword rankings, and internal stakeholders are impressed with the team's collaborative approach.
Anna SenchenkoMarketing Lead, Synebo
XQL Group has successfully defined a clear marketing strategy and established our company's unique value proposition. The team has also helped hire critical specialists for our marketing team. They are communicative and organized, and their expertise in the tech industry is impressive.
Volodymyr H.COO, DBB Software
Thanks to XQL Group's efforts, we have defined our marketing strategy and hired key developers for our website. The team has launched retargeting campaigns on LinkedIn and developed a strong content marketing strategy. XQL Group's marketing expertise is a hallmark of the engagement.
Anna RiabushenkoHead of Marketing, Noltic
They were not just talking about AI search in theory; they knew how to approach it practically.
SolarSparkCEO
What impressed us most was their deep specialization in working with software development companies.
Baytech ConsultingPartner
They've brought structure, strong execution, and constant initiative to improve outcomes.
KitrumLead of Marketing
They operated with the discipline and initiative of an internal senior marketer.
ComputoolsCOO
Their ability to combine strategic vision with hands-on execution was particularly valuable.
Hoverla SoftCEO
Their focus on results and true interest in making things work set them apart.
InoxoftContent Manager
XQL Group's project management was exemplary.
EcrivioHead of Operations
The quality of their work is consistently high.
DataPlumbersFounder
FAQ

Questions about this service.

More questions?

Bring your growth constraint to a call and leave with a plan.

Book a strategy call

We rank data tooling vendors for the narrow technical searches that come before a purchase: failure modes like schema drift, connector queries like "Salesforce to BigQuery", in-stack comparisons and pricing at scale. We write pages a skeptical engineer trusts, optimize your docs, earn links and track organic accounts through activation and POC to revenue.

The ones typed when something is broken or a decision is live. Failure-mode queries (CDC, backfills, exactly-once delivery), connector queries, comparisons such as "Snowflake vs Databricks cost" and "dbt alternatives", and pricing questions. They have a fraction of the volume of "ETL explained" and far more buyers behind them, and most vendors ignore them.

Docs fixes, technical work and rebuilt connector pages can lift qualified traffic and activations within the first quarter. Competitive comparison rankings take two to four quarters, and the POC and procurement cycle means deals close later than a quick SaaS purchase. One benchmark from past work: 2.4x organic traffic over nine months, with SQLs growing 133% a quarter.

Most developer-led signups never connect a production source or reach someone who can sign a contract. Often you rank for educational terms while competitors take connector and comparison searches. We re-map the site to buying queries, agree on an activation signal that predicts revenue and track organic accounts against it in your CRM.

Our writers research and draft from detailed briefs, and our SEO specialists handle the technical side. An engineer on your team reviews each page for accuracy and supplies the odd benchmark or config detail. A senior marketer leads the plan and keeps review requests focused on what only your team knows.

Engineers now ask ChatGPT for "best CDC tools" or "Fivetran alternatives" before visiting a vendor site. The docs and comparison pages that rank in Google are what those assistants read, so we plan SEO and AI search optimization together. Our recommendation success rate in AI search is 80%.

Ready when you are

Let's talk.

Bring your offer, channels, and revenue goals. We'll show you where the biggest growth constraint is and what to build next.

Danylo FedirkoFounder

For B2B tech companies selling complex expertise to serious buyers.

B2B tech clients
60+
Revenue generated
$30M+
Danylo Fedirko, Founder of XQL Group
Danylo FedirkoFounder, XQL Group
Let’s talk

Book a call with me.

I’m Danylo, founder of XQL. For 9+ years I’ve helped B2B tech companies turn technical expertise into pipeline — 60+ clients and $30M+ in CRM-tracked revenue.

30 minutes. Bring your offer, channels, and revenue goals, and I’ll come with a read on where your biggest growth constraint is and what to build next.

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