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Comparison · Marketing

Open Web Analytics vs Single Grain

A side-by-side editorial comparison of Open Web Analytics and Single Grain — release velocity, themes, recent moves, and the top alternatives to consider.

Open Web Analytics vs Single Grain: at a glance

FeatureOpen Web AnalyticsSingle Grain
SectorMarketingMarketing
Velocity score7.52.5
Sparks · 30d20
Top themesweb-analytics, self-hosted, table-partitioning, job-schedulerllm-seo, ai-search, content-marketing, blog-content
Last editorial update1h ago1mo ago
WebsiteVisit →Visit →

What is Open Web Analytics?

After a fortnight of repairs, OWA finally ships features again: partitioning and a scheduler.

OWA published more releases in the last month than in the previous two years, and 1.11.0 is the first of them that adds rather than repairs. It brings two new subsystems that depend on each other: date partitioning for the fact tables, and a job scheduler driven by a single cron entry. Behind it sits the repair sequence — security hardening in 1.8.2 and 1.8.3, a PHP 8.2 floor and rebuilt JavaScript toolchain in 1.9.0, an emergency 403 fix in 1.9.1, the PSR-4 migration and a repaired updater in 1.10.0, and tightened REST responses in 1.10.1.

Read the full Open Web Analytics trajectory →

What is Single Grain?

Single Grain's feed is agency blog content on AI search and SEO — no product to track.

SparkPulse tracks Single Grain's marketing blog, not a software product. Recent posts cluster around one theme — how large language models and AI search reshape SEO, positioning, keywords, and brand recall. These are agency thought-leadership articles, not product releases.

Read the full Single Grain trajectory →

Open Web Analytics vs Single Grain: editorial side-by-side

O7.5

After a fortnight of repairs, OWA finally ships features again: partitioning and a scheduler.

◆ Current state

OWA published more releases in the last month than in the previous two years, and 1.11.0 is the first of them that adds rather than repairs. It brings two new subsystems that depend on each other: date partitioning for the fact tables, and a job scheduler driven by a single cron entry. Behind it sits the repair sequence — security hardening in 1.8.2 and 1.8.3, a PHP 8.2 floor and rebuilt JavaScript toolchain in 1.9.0, an emergency 403 fix in 1.9.1, the PSR-4 migration and a repaired updater in 1.10.0, and tightened REST responses in 1.10.1.

◆ Where it's heading

The project has moved from making itself installable to making itself operable at volume. The upgrade design says the maintainers know who they are dealing with: the schema update is mandatory and the scheduler refuses every job until it runs, but partitioning an existing install is deliberately left as a manual, dry-runnable step with a published cost of roughly five seconds per million rows per table, because it rewrites each fact table twice under a write lock. The new cron requirement is the first time OWA has asked operators to run something periodic, and the admin nag until it exists suggests they expect people to miss it.

◆ Prediction

With partitioning in place but opt-in, expect the follow-up work to be retention and pruning on top of the partitions — the reason to partition fact tables is to drop old ones cheaply, and the scheduler is the piece that would do it. The 2.0 deprecation list flagged in 1.10.0 remains the other open thread.

S
Single Grain
MARKETING
2.5

Single Grain's feed is agency blog content on AI search and SEO — no product to track.

◆ Current state

SparkPulse tracks Single Grain's marketing blog, not a software product. Recent posts cluster around one theme — how large language models and AI search reshape SEO, positioning, keywords, and brand recall. These are agency thought-leadership articles, not product releases.

◆ Where it's heading

The only observable arc is editorial: an all-in content bet on 'LLM SEO / AEO' as the successor to classic SEO. There is no product changelog behind this feed, so there's no capability trajectory to read — just where the agency is pointing its content.

◆ Prediction

Insufficient product signal for a product prediction; expect continued blog output on LLM-era search and AI marketing tactics.

Alternatives to Open Web Analytics and Single Grain

Other Marketing products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Open Web Analytics or Single Grain.

See all Open Web Analytics alternatives → · See all Single Grain alternatives →

Recent activity from Open Web Analytics and Single Grain

Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.

  1. 14h agoOpen Web AnalyticsDate partitioning and a job scheduler land in OWA 1.11.0
  2. 14d agoOpen Web AnalyticsREST responses narrowed to documented properties
  3. 17d agoOpen Web AnalyticsPSR-4 migration completed and the updater repaired
  4. 20d agoOpen Web AnalyticsEmergency fix for the 403 blocking every fresh install
  5. 22d agoOpen Web AnalyticsPHP 8.2 floor, rebuilt JS toolchain, and a test suite
  6. 26d agoOpen Web AnalyticsREST authentication fixed on the siteusers endpoint
  7. 1mo agoSingle GrainUltimate LLM SEO Guide: LLMO Best Practices + Examples
  8. 3mo agoSingle GrainCompany Intelligence for AI-Powered Growth Teams
  9. 3mo agoSingle GrainAI Revenue Agents Explained for Growth-Stage SaaS Teams
  10. 4mo agoSingle GrainHow LLMs Interpret Positioning Statements and Taglines
  11. 4mo agoSingle GrainWriting Headlines That Work for Humans and AI Models
  12. 4mo agoSingle GrainHow LLMs Influence Brand Recall After Ad Exposure

Frequently asked questions

What is the difference between Open Web Analytics and Single Grain?

They serve adjacent needs but don't currently overlap on shipped themes. Open Web Analytics is currently shipping more aggressively (velocity 7.5 vs 2.5), with 2 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.

Is Open Web Analytics better than Single Grain?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Open Web Analytics is currently shipping more aggressively (velocity 7.5 vs 2.5), with 2 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Marketing products to evaluate alongside.

What are the best alternatives to Open Web Analytics?

Top Open Web Analytics alternatives in Marketing are ranked by recent ship velocity. Browse the "Open Web Analytics alternatives" section above for the current picks, or visit /alternatives/open-web-analytics for the full list with editorial commentary on each.

What are the best alternatives to Single Grain?

Top Single Grain alternatives in Marketing are ranked by recent ship velocity. Browse the "Single Grain alternatives" section above for the current picks, or visit /alternatives/singlegrain for the full list with editorial commentary on each.