Facebook & Instagram Algorithm Digest: Organic Changes Live

Luke Costley-White

Adclear and DOJO AI partnership graphic: 'Close the loop on agentic marketing. Compliance at the speed of creation.'
臨機応変
Adapting to changing circumstances

A living timeline of how Facebook and Instagram's organic algorithm, distribution, and content policies are evolving, and what each change means for your reach. Looking for ads platform changes instead? See the Meta Ads digest.

Instagram "Your Algorithm": main Feed extension

Organic · Medium significance · Tier 1 confirmed · Announced June 10, 2026

Instagram extended its "Your Algorithm" feature from Reels and Explore to the main Feed. Users can now see which topics Instagram believes they're interested in, and add or remove topics across Feed, Reels, and Explore, with changes taking effect immediately. The algorithm still combines these declared interests with inferred signals: watch time, engagement, and relationship strength. For now it surfaces topics only; Instagram head Adam Mosseri says support for adjusting by people, moods, and content types is coming next.

So what for your team: Accounts with a clear, consistent niche benefit directly, since users can now explicitly reinforce that niche themselves. Generic or multi-topic accounts may see more inconsistent distribution as declared interests increasingly override inferred signals.

Source: Instagram, via Adam Mosseri's announcement on Threads, corroborated by The Verge.

"You can now see the topics we think you're interested in, and change them, across all the major parts of Instagram. The system learns from what you tap, watch, and share, but you don't really get to tell it what you want. I think this is part of what people feel when they feel uneasy about social media, not the content itself, but the sense that the experience is happening to them rather than being shaped by them." — Adam Mosseri (Instagram), via Threads, reported by The Verge, June 10, 2026

Teen Account 13+ content filtering: global rollout

Organic · High significance · Tier 1 confirmed · Expanded globally June 2, 2026

Meta expanded its 13+ default content filtering globally to all Teen Account users across Facebook, Instagram, and Messenger, having previously limited it to the US, UK, Australia, and Canada since October 2025. Feed and Reels now actively restrict content classified as age-inappropriate from teen account distribution, even when the teen follows the account. A new session-level diversity signal also limits repeated exposure to the same content category, such as nutrition, weightlifting, or anxiety-coping content, within a single session. External testing by the Alice safety firm found the default 13+ setting cuts mature content exposure by 68%, and the stricter Limited Content setting by 96%.

So what for your team: This mainly affects brands and campaigns targeting 13–17 year-olds in health, fitness, wellness, and lifestyle categories. Adult-audience distribution is unaffected, but if your content sits near these categories and reaches teen accounts, expect tighter gatekeeping globally now, not just in the four markets where this started.

Source: Meta Newsroom: New 13+ content settings for Teen Accounts expanding globally, corroborated by ppc.land.

AI-powered age assurance expands to Facebook

Organic · Medium significance · Tier 1 confirmed · Announced May 5, 2026 (clarifying correction appended July 31, 2026)

Meta expanded its AI-driven underage-account detection, adding "visual analysis" of photos and videos for contextual age cues (explicitly not facial recognition), layered on top of existing text-based signals across posts, comments, bios, Reels, Live, and Facebook Groups. Proactive "suspected teen" detection expanded to Instagram in 27 EU countries plus Brazil, and for the first time to Facebook in the US, with the UK and EU to follow.

So what for your team: More teens will be auto-detected into restricted Teen Account experiences even when an adult birthday is on file. This further narrows the organic reach and engagement surface for non-teen-tier brand content among younger audiences, on Facebook now as well as Instagram.

Source: Meta Newsroom.

Threads API: cross-share to Instagram Stories

Organic · Medium significance · Tier 1 confirmed · Announced April 14, 2026

Meta added a "Cross-share to Instagram Stories" capability, letting a Threads post push directly to a linked account's Instagram Stories. The same update introduced long-form text (up to 10,000 characters), ephemeral "Ghost posts," spoiler tags, GIF support, a tokenless oEmbed API, and lowered the public-profile discovery follower threshold from 1,000 to 100 via the API.

So what for your team: Teams managing Threads content get an extra organic distribution path into Instagram Stories at no extra production cost. Smaller Threads profiles also become far more API-discoverable at the new, much lower follower threshold.

Source: Meta for Developers.

Instagram Teen Accounts: international expansion of 13+ ratings

Organic · Medium significance · Tier 1 confirmed · Announced April 9, 2026

Meta expanded the 13+ content rating setting and the stricter "Limited Content" option beyond the original October 2025 rollout markets (US, UK, Australia, Canada). Under-18s are auto-placed into the setting, with opt-out requiring parental permission, across Explore, Reels, in-Feed recommendations, Feed, Stories, comments, and DMs.

So what for your team: This is the middle step between the original four-market rollout below and the full global rollout at the top of this page. Brands targeting teen audiences in the newly covered markets should have audited content against the 13+ standard from this date, two months ahead of the global expansion.

Source: Meta Newsroom.

Facebook Creator Fast Track program

Organic · Medium significance · Tier 1 confirmed · Launched March 18, 2026

Meta launched "Creator Fast Track," giving established creators (100K+ followers on Instagram or TikTok, or 1M+ on YouTube) boosted organic reach on eligible Reels, three months of guaranteed pay ($1,000–$3,000/month) when starting on Facebook, and immediate access to Content Monetization. The program introduced new metrics: Qualified View, Earnings Rate, and Non-Qualified Views. Facebook paid creators roughly $3 billion in 2025, up 35% year over year, with 60% of that going to Reels.

So what for your team: If you or a partner creator already has a large following on Instagram, TikTok, or YouTube, Facebook will now actively court that audience with preferential Reels distribution and guaranteed early payouts, provided the follower thresholds are met.

Source: Meta Newsroom.

Rewarding original creators on Facebook

Organic · High significance · Tier 1 confirmed · Announced March 13, 2026

Facebook formally defined what counts as "original" content in Feed and Reels. Reaction videos, narration, stitches, and minor edits (borders, captions, speed changes) are now classified as unoriginal and deprioritized; accounts that persist with mostly unoriginal content risk being deemed "non-recommendable" and losing monetization. Meta also began testing an impersonation-detection tool for creators, and reported that original-Reels views and watch time on Facebook roughly doubled in the second half of 2025 versus the same period in 2024, alongside removing more than 20 million impersonating accounts across the year.

So what for your team: Reaction, stitch, or remix-style Reels without real creative value should expect materially reduced organic reach from this date. This formalizes the direction Meta's Q4 2025 ranking work (below) was already pushing toward; genuinely original content is now the explicit, enforced bar for staying recommendable and monetizable.

Source: Meta Newsroom.

Q4 2025 feed and video ranking optimizations

Organic · High significance · Tier 1 confirmed · Rolled out Q4 2025 · Results disclosed January 28, 2026

Meta disclosed that its Q4 2025 feed and video ranking improvements drove a 7% lift in views of organic Feed and video posts on Facebook, Meta's largest such quarterly gain, with 25%+ more same-day Reels surfaced compared with Q3 2025. On Instagram, original-content prevalence in the US rose 10 points, with 75% of recommendations now coming from original, non-reshared posts. Threads reportedly saw a 20% lift in time spent from the same ranking work.

So what for your team: Meta actively deprioritized reshared and non-original content in Q4 2025 ranking, ahead of formalizing that into policy two months later (see above). Curation-heavy or repost-heavy Instagram strategies should have seen measurably reduced organic reach versus original creators starting this quarter.

Source: Meta Newsroom, corroborated by Meta's Q4 2025 earnings "Prepared Remarks" investor-relations document.

Instagram "Your Algorithm": initial launch on Reels and Explore

Organic · Medium significance · Tier 1 confirmed · Launched December 10, 2025 · Expanded to Explore April 15, 2026

Instagram launched "Your Algorithm" on the Reels tab first (US, then English-language markets globally), letting users see an AI-generated summary of the topics believed to be shaping their Reels recommendations, and add, remove, or adjust those topics directly. It expanded to Explore on April 15, 2026, five months before the main-Feed extension already covered at the top of this page.

So what for your team: Users could tune their Reels and Explore recommendations well before they could tune the main Feed. Topic-tagging and clear category framing in Reels content has mattered for reach since this earlier date, not just since the June 2026 Feed rollout.

Source: Instagram announcement.

Parental controls for AI character chats

Organic · Medium significance · Tier 1 confirmed · Announced October 17, 2025 · Instagram rollout began early 2026

Meta introduced parental controls letting parents disable a teen's one-to-one chats with AI characters, block specific characters, and see topic-level visibility into teen/AI-character conversations, building on Meta's existing age-prediction placement into Teen protections.

So what for your team: If you run a branded AI-chat or chatbot experience aimed at younger audiences, expect added parental-visibility and control layers around those interactions from this date.

Source: Meta Newsroom.

Instagram Teen Accounts: 13+ content policy, initial rollout

Organic · High significance · Tier 1 confirmed · Announced October 14, 2025 · Phased rollout across US, UK, Australia, Canada through end of 2025

Instagram Teen Accounts (under-18) adopted content standards "inspired by" 13+ movie-ratings criteria. Teens can no longer follow accounts that regularly post age-inappropriate content; mature search terms are blocked; and a stricter opt-in "Limited Content" setting was introduced. Meta later clarified, in December 2025 and again in March 2026, that this doesn't involve the Motion Picture Association and the MPA doesn't rate or endorse Instagram content.

So what for your team: This is the original rollout that the international expansion and global rollout entries elsewhere on this page build on. Brands with content containing strong language, risky stunts, or mature imagery should have expected reduced reach to teen accounts in these four markets from this date, well before the policy went global in June 2026.

Source: Meta Newsroom.

Meta AI chat interactions become a feed and Reels recommendation signal

Organic · High significance · Tier 1 confirmed · Announced October 1, 2025 · Took effect December 16, 2025

Users' interactions with Meta AI, whether by voice or text chat, became a new signal personalizing content recommendations on Facebook and Instagram. Chatting with Meta AI about a topic like hiking, for example, can now surface more hiking-related Reels, group, and friend content in Feed and Reels.

So what for your team: This broadens the behavioral signal set relevant to content and targeting strategy. Audience conversations with Meta AI now influence organic content surfacing directly, not just historical likes, comments, and watch time.

Source: Meta Newsroom.

End of legacy Facebook Reels and in-stream creator monetization

Organic · High significance · Tier 1 confirmed · Effective August 31, 2025

In-Stream Ads, Ads on Reels, and the Performance Bonus Program ended on August 31, 2025, the last day creators could earn from them. Creators had to move to "Facebook Content Monetization," which pays based on performance (qualified views and watch time) across Reels, photos, Stories, and text posts rather than ad placement. Minimum content thresholds apply: Reels need 10+ seconds of watch time and Stories 5+ seconds to qualify.

So what for your team: If you're auditing historical Facebook creator earnings or advising a creator/partner on monetization, this is the date the entire payout model changed. Legacy in-stream and Reels-ad payout logic no longer applies from this point forward.

Source: Meta Business Help Center.

Other Algorithm Digest channels: Google · LinkedIn · Meta Ads · All channels

Distribution rules shift. Your monitoring shouldn't have to.

Sensei tracks Facebook and Instagram's algorithm and policy changes as they roll out and connects them to your own account performance, so you see cause and effect instead of guessing.

Book a demo

Facebook & Instagram Algorithm Digest: Organic Changes Live

Luke Costley-White

Adclear and DOJO AI partnership graphic: 'Close the loop on agentic marketing. Compliance at the speed of creation.'
臨機応変
Adapting to changing circumstances

A living timeline of how Facebook and Instagram's organic algorithm, distribution, and content policies are evolving, and what each change means for your reach. Looking for ads platform changes instead? See the Meta Ads digest.

Instagram "Your Algorithm": main Feed extension

Organic · Medium significance · Tier 1 confirmed · Announced June 10, 2026

Instagram extended its "Your Algorithm" feature from Reels and Explore to the main Feed. Users can now see which topics Instagram believes they're interested in, and add or remove topics across Feed, Reels, and Explore, with changes taking effect immediately. The algorithm still combines these declared interests with inferred signals: watch time, engagement, and relationship strength. For now it surfaces topics only; Instagram head Adam Mosseri says support for adjusting by people, moods, and content types is coming next.

So what for your team: Accounts with a clear, consistent niche benefit directly, since users can now explicitly reinforce that niche themselves. Generic or multi-topic accounts may see more inconsistent distribution as declared interests increasingly override inferred signals.

Source: Instagram, via Adam Mosseri's announcement on Threads, corroborated by The Verge.

"You can now see the topics we think you're interested in, and change them, across all the major parts of Instagram. The system learns from what you tap, watch, and share, but you don't really get to tell it what you want. I think this is part of what people feel when they feel uneasy about social media, not the content itself, but the sense that the experience is happening to them rather than being shaped by them." — Adam Mosseri (Instagram), via Threads, reported by The Verge, June 10, 2026

Teen Account 13+ content filtering: global rollout

Organic · High significance · Tier 1 confirmed · Expanded globally June 2, 2026

Meta expanded its 13+ default content filtering globally to all Teen Account users across Facebook, Instagram, and Messenger, having previously limited it to the US, UK, Australia, and Canada since October 2025. Feed and Reels now actively restrict content classified as age-inappropriate from teen account distribution, even when the teen follows the account. A new session-level diversity signal also limits repeated exposure to the same content category, such as nutrition, weightlifting, or anxiety-coping content, within a single session. External testing by the Alice safety firm found the default 13+ setting cuts mature content exposure by 68%, and the stricter Limited Content setting by 96%.

So what for your team: This mainly affects brands and campaigns targeting 13–17 year-olds in health, fitness, wellness, and lifestyle categories. Adult-audience distribution is unaffected, but if your content sits near these categories and reaches teen accounts, expect tighter gatekeeping globally now, not just in the four markets where this started.

Source: Meta Newsroom: New 13+ content settings for Teen Accounts expanding globally, corroborated by ppc.land.

AI-powered age assurance expands to Facebook

Organic · Medium significance · Tier 1 confirmed · Announced May 5, 2026 (clarifying correction appended July 31, 2026)

Meta expanded its AI-driven underage-account detection, adding "visual analysis" of photos and videos for contextual age cues (explicitly not facial recognition), layered on top of existing text-based signals across posts, comments, bios, Reels, Live, and Facebook Groups. Proactive "suspected teen" detection expanded to Instagram in 27 EU countries plus Brazil, and for the first time to Facebook in the US, with the UK and EU to follow.

So what for your team: More teens will be auto-detected into restricted Teen Account experiences even when an adult birthday is on file. This further narrows the organic reach and engagement surface for non-teen-tier brand content among younger audiences, on Facebook now as well as Instagram.

Source: Meta Newsroom.

Threads API: cross-share to Instagram Stories

Organic · Medium significance · Tier 1 confirmed · Announced April 14, 2026

Meta added a "Cross-share to Instagram Stories" capability, letting a Threads post push directly to a linked account's Instagram Stories. The same update introduced long-form text (up to 10,000 characters), ephemeral "Ghost posts," spoiler tags, GIF support, a tokenless oEmbed API, and lowered the public-profile discovery follower threshold from 1,000 to 100 via the API.

So what for your team: Teams managing Threads content get an extra organic distribution path into Instagram Stories at no extra production cost. Smaller Threads profiles also become far more API-discoverable at the new, much lower follower threshold.

Source: Meta for Developers.

Instagram Teen Accounts: international expansion of 13+ ratings

Organic · Medium significance · Tier 1 confirmed · Announced April 9, 2026

Meta expanded the 13+ content rating setting and the stricter "Limited Content" option beyond the original October 2025 rollout markets (US, UK, Australia, Canada). Under-18s are auto-placed into the setting, with opt-out requiring parental permission, across Explore, Reels, in-Feed recommendations, Feed, Stories, comments, and DMs.

So what for your team: This is the middle step between the original four-market rollout below and the full global rollout at the top of this page. Brands targeting teen audiences in the newly covered markets should have audited content against the 13+ standard from this date, two months ahead of the global expansion.

Source: Meta Newsroom.

Facebook Creator Fast Track program

Organic · Medium significance · Tier 1 confirmed · Launched March 18, 2026

Meta launched "Creator Fast Track," giving established creators (100K+ followers on Instagram or TikTok, or 1M+ on YouTube) boosted organic reach on eligible Reels, three months of guaranteed pay ($1,000–$3,000/month) when starting on Facebook, and immediate access to Content Monetization. The program introduced new metrics: Qualified View, Earnings Rate, and Non-Qualified Views. Facebook paid creators roughly $3 billion in 2025, up 35% year over year, with 60% of that going to Reels.

So what for your team: If you or a partner creator already has a large following on Instagram, TikTok, or YouTube, Facebook will now actively court that audience with preferential Reels distribution and guaranteed early payouts, provided the follower thresholds are met.

Source: Meta Newsroom.

Rewarding original creators on Facebook

Organic · High significance · Tier 1 confirmed · Announced March 13, 2026

Facebook formally defined what counts as "original" content in Feed and Reels. Reaction videos, narration, stitches, and minor edits (borders, captions, speed changes) are now classified as unoriginal and deprioritized; accounts that persist with mostly unoriginal content risk being deemed "non-recommendable" and losing monetization. Meta also began testing an impersonation-detection tool for creators, and reported that original-Reels views and watch time on Facebook roughly doubled in the second half of 2025 versus the same period in 2024, alongside removing more than 20 million impersonating accounts across the year.

So what for your team: Reaction, stitch, or remix-style Reels without real creative value should expect materially reduced organic reach from this date. This formalizes the direction Meta's Q4 2025 ranking work (below) was already pushing toward; genuinely original content is now the explicit, enforced bar for staying recommendable and monetizable.

Source: Meta Newsroom.

Q4 2025 feed and video ranking optimizations

Organic · High significance · Tier 1 confirmed · Rolled out Q4 2025 · Results disclosed January 28, 2026

Meta disclosed that its Q4 2025 feed and video ranking improvements drove a 7% lift in views of organic Feed and video posts on Facebook, Meta's largest such quarterly gain, with 25%+ more same-day Reels surfaced compared with Q3 2025. On Instagram, original-content prevalence in the US rose 10 points, with 75% of recommendations now coming from original, non-reshared posts. Threads reportedly saw a 20% lift in time spent from the same ranking work.

So what for your team: Meta actively deprioritized reshared and non-original content in Q4 2025 ranking, ahead of formalizing that into policy two months later (see above). Curation-heavy or repost-heavy Instagram strategies should have seen measurably reduced organic reach versus original creators starting this quarter.

Source: Meta Newsroom, corroborated by Meta's Q4 2025 earnings "Prepared Remarks" investor-relations document.

Instagram "Your Algorithm": initial launch on Reels and Explore

Organic · Medium significance · Tier 1 confirmed · Launched December 10, 2025 · Expanded to Explore April 15, 2026

Instagram launched "Your Algorithm" on the Reels tab first (US, then English-language markets globally), letting users see an AI-generated summary of the topics believed to be shaping their Reels recommendations, and add, remove, or adjust those topics directly. It expanded to Explore on April 15, 2026, five months before the main-Feed extension already covered at the top of this page.

So what for your team: Users could tune their Reels and Explore recommendations well before they could tune the main Feed. Topic-tagging and clear category framing in Reels content has mattered for reach since this earlier date, not just since the June 2026 Feed rollout.

Source: Instagram announcement.

Parental controls for AI character chats

Organic · Medium significance · Tier 1 confirmed · Announced October 17, 2025 · Instagram rollout began early 2026

Meta introduced parental controls letting parents disable a teen's one-to-one chats with AI characters, block specific characters, and see topic-level visibility into teen/AI-character conversations, building on Meta's existing age-prediction placement into Teen protections.

So what for your team: If you run a branded AI-chat or chatbot experience aimed at younger audiences, expect added parental-visibility and control layers around those interactions from this date.

Source: Meta Newsroom.

Instagram Teen Accounts: 13+ content policy, initial rollout

Organic · High significance · Tier 1 confirmed · Announced October 14, 2025 · Phased rollout across US, UK, Australia, Canada through end of 2025

Instagram Teen Accounts (under-18) adopted content standards "inspired by" 13+ movie-ratings criteria. Teens can no longer follow accounts that regularly post age-inappropriate content; mature search terms are blocked; and a stricter opt-in "Limited Content" setting was introduced. Meta later clarified, in December 2025 and again in March 2026, that this doesn't involve the Motion Picture Association and the MPA doesn't rate or endorse Instagram content.

So what for your team: This is the original rollout that the international expansion and global rollout entries elsewhere on this page build on. Brands with content containing strong language, risky stunts, or mature imagery should have expected reduced reach to teen accounts in these four markets from this date, well before the policy went global in June 2026.

Source: Meta Newsroom.

Meta AI chat interactions become a feed and Reels recommendation signal

Organic · High significance · Tier 1 confirmed · Announced October 1, 2025 · Took effect December 16, 2025

Users' interactions with Meta AI, whether by voice or text chat, became a new signal personalizing content recommendations on Facebook and Instagram. Chatting with Meta AI about a topic like hiking, for example, can now surface more hiking-related Reels, group, and friend content in Feed and Reels.

So what for your team: This broadens the behavioral signal set relevant to content and targeting strategy. Audience conversations with Meta AI now influence organic content surfacing directly, not just historical likes, comments, and watch time.

Source: Meta Newsroom.

End of legacy Facebook Reels and in-stream creator monetization

Organic · High significance · Tier 1 confirmed · Effective August 31, 2025

In-Stream Ads, Ads on Reels, and the Performance Bonus Program ended on August 31, 2025, the last day creators could earn from them. Creators had to move to "Facebook Content Monetization," which pays based on performance (qualified views and watch time) across Reels, photos, Stories, and text posts rather than ad placement. Minimum content thresholds apply: Reels need 10+ seconds of watch time and Stories 5+ seconds to qualify.

So what for your team: If you're auditing historical Facebook creator earnings or advising a creator/partner on monetization, this is the date the entire payout model changed. Legacy in-stream and Reels-ad payout logic no longer applies from this point forward.

Source: Meta Business Help Center.

Other Algorithm Digest channels: Google · LinkedIn · Meta Ads · All channels

Distribution rules shift. Your monitoring shouldn't have to.

Sensei tracks Facebook and Instagram's algorithm and policy changes as they roll out and connects them to your own account performance, so you see cause and effect instead of guessing.

Book a demo

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Join over 100+ brands
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FAQ

Frequently asked questions

Frequently asked questions

What is DOJO AI?

DOJO is an intelligent marketing system that watches every channel continuously, builds a living knowledge graph of your brand's marketing reality, and deploys specialised agents that execute work autonomously before you've had to ask. Not a tool. Not a platform. A system. Every signal your brand produces flows in, every action feeds back, and the system compounds its understanding over time. Most marketing software gives you data. DOJO gives you a system of record, context, and execution: one place where everything is captured, connected, and acted on. Instead of switching between Google Ads, Meta, LinkedIn, GA4, and social dashboards, you get one intelligent system that shows you what's working across all channels - and tells you exactly what to do about it. Specialized AI agents analyze your campaigns 24/7, identify opportunities competitors miss, and help you move faster than companies 10x your size.

Who is DOJO built for?

DOJO is built for marketing teams that want to spend their time on decisions that require human judgment, not on tasks that don't. If your team is stretched across too many channels, too many tools, and too many reports, DOJO replaces the operational burden with a system that runs continuously and arrives with work already done. It's used by in-house marketing teams, agencies managing multiple client accounts, and founders who want the output of a full marketing department without the overhead of one.

Is DOJO suitable for marketing agencies?

Yes. Agencies are one of DOJO's core use cases. The system connects across multiple client accounts, automates reporting and content production, and runs campaign monitoring continuously — so account managers spend time on client relationships and strategy, not on manual tasks that don't require their judgment. DOJO builds a separate knowledge graph for each client, so every recommendation and every piece of content is grounded in that client's actual brand history, not generic best practice.

How does DOJO work with existing tools?

DOJO connects to your existing channels through proprietary connectors and a live web crawler. Google Ads, Meta, LinkedIn, your website, brand mentions, competitor movements — everything flows in automatically, with no manual pulls required. You don't have to replace your stack to use DOJO. The system reads your existing data, connects it, and builds context on top of it. Over time, that context becomes the foundation for every recommendation and every action DOJO takes on your behalf.DOJO builds a separate knowledge graph for each client, so every recommendation and every piece of content is grounded in that client's actual brand history, not generic best practice.

What ROI can I expect?

DOJO customers typically see measurable cost reductions and efficiency gains within the first 90 days, with outcomes compounding as the system builds context over time. Here's what customers have reported: 79% drop in cost per acquisition(Morningstar) 3x conversion volumein the same 23-day window (Morningstar) 40% drop in acquisition costs(Broadvoice) 15x faster marketing reporting(Ozone API) 3x more efficient Google Adsquarter over quarter (Ecologi) 290% increase in content output(Broadvoice) 20 hours saved per month, returned to strategy (Morningstar) The compounding effect matters here. The longer DOJO runs, the more context it builds, and the more precisely it acts. Early results are strong; they get better.

How does DOJO compare to HubSpot, Jasper, or other AI marketing tools?

Most AI marketing tools fall into one of two categories: workflow automation (HubSpot, Marketo, ActiveCampaign) that executes campaigns you set up, or content generation (Jasper, Copy.ai) that produces copy on demand. Both share the same limitation: they start from scratch every session. No memory of your brand history, your previous campaigns, or what your competitors have been doing. DOJO maintains a continuously updated knowledge graph of your entire marketing reality and runs specialised agents that read it daily, surface what needs attention, and execute work before you've asked. The longer DOJO runs, the more precisely it acts — because it compounds what it learns about your specific brand, market, and competitors. If you're evaluating options: Email and workflow automation: HubSpot, Klaviyo, Marketo AI content writing: Jasper, Copy.ai A system that watches every channel, builds brand context, and executes proactively: DOJO

Does AI marketing software actually improve over time, or does it reset every session?

Most AI marketing software resets every session. It has no memory of your brand, your campaigns, or what worked before. Every interaction starts from a blank slate. DOJO works differently. Every signal it captures, every workflow it runs, every recommendation it makes is fed back into the DOJO Graph. The system learns what works for your specific brand, in your specific market, against your specific competitors. It builds institutional knowledge that no other system carries. A team that's been using DOJO for six months has a system that understands their brand history, their campaign patterns, and their market in detail. That depth of context changes what the agents can do. The advantage grows every day the system runs, and it never stops running.

How does DOJO handle data security and privacy?

DOJO is built on enterprise-grade infrastructure with security and data privacy at its core. Your brand data, campaign history, and knowledge graph are kept entirely separate from other customers' data. For detailed information on data handling, storage, and compliance, see our Privacy Policy and Data Processing Agreement, or speak to our team directly when you book a demo.