Facebook Your Algorithm gives people a more direct way to shape recommendations in Feed and Reels. Meta says users can add and manage topics in their own words, provide detailed Interested or Not Interested feedback, and see recommendations adapt within the same session.
For marketers, this is not an invitation to chase a new ranking trick. It is a reminder that audiences can express increasingly specific preferences—and reject content that does not match them. This practical audit helps brands make Facebook content clearer, more relevant and easier to evaluate without pretending they can control an individual user’s algorithm.
What Meta announced
Meta’s official Your Algorithm announcement describes a dedicated place where people can add and manage the topics they want to see in Feed and Reels. It also says the three-dot menu is being updated to make these controls easier to reach.
After selecting Interested or Not Interested, some users may receive follow-up questions and can explain what they want more or less of in free-form language. Meta says large language models can interpret the interests, context and intent in that feedback alongside existing engagement signals.
Facebook’s separate Feed control guidance explains established options such as Feed preferences, hiding a story, unfollowing and Interested or Not Interested actions. Feature availability and presentation can vary, so verify what is visible in the account rather than describing every control as universal.
Audience signal
Content question
Useful evidence
Avoid
Topic preference
Is the subject clear immediately?
Consistent themes and precise openings
Vague trend labels
Interested
What value encouraged attention?
Watch time, saves, meaningful replies
Assuming one reaction proves intent
Not interested
Was the topic, format or frequency wrong?
Repeated weak patterns across posts
Removing a theme after one result
Free-form feedback
Does the post satisfy a specific need?
Audience questions and qualitative research
Keyword stuffing
An eight-step Facebook content audit
1. Define the audience job
For each content series, state who it helps, what situation they are in and what they should understand or do next. “Business tips” is too broad. “Pricing checks for Dubai service businesses reviewing a Google Ads proposal” is specific enough to guide examples, format and call to action.
2. Make the topic obvious
Review the first frame, opening sentence and caption. A person should understand the subject without watching half the video or expanding a long caption. Use natural topic language, not a stack of loosely related keywords. Clear framing helps the right audience make an informed choice.
3. Build stable content pillars
Choose three to five themes connected to customer questions and business expertise. Give each pillar a purpose, proof standard and format range. Kayaar’s Facebook Forum readiness guide shows how firsthand community questions can reveal useful themes without turning member discussions into promotional material.
4. Remove low-value repetition
Sample the last 30 posts and mark repeated hooks, recycled claims, generic advice and near-identical visuals. Repetition can make a familiar theme feel irrelevant. Kayaar’s social content quality audit provides a practical way to identify formulaic posts before they weaken audience trust.
5. Strengthen evidence and experience
Add a useful example, clear demonstration, original observation or documented source. State limitations when results vary. Do not invent customer stories, performance numbers or expert credentials. A smaller set of accurate posts is more useful than daily volume that cannot withstand scrutiny.
6. Review format and accessibility
Match format to the audience task. Use Reels for concise demonstrations, carousels for sequential comparisons and text posts for focused discussion. Add captions, readable contrast, descriptive context and understandable audio. A strong topic still fails when people cannot consume it comfortably.
7. Protect human review
Assign reviewers for facts, claims, brand tone, rights and sensitive topics. Kayaar’s human-review playbook helps teams decide which AI-assisted drafts can follow a routine check and which require specialist approval or exclusion.
8. Measure patterns, not isolated posts
Review reach with average watch time, completion, saves, shares, meaningful comments, profile visits and qualified enquiries. Compare posts within the same pillar and format over a useful period. One strong or weak result does not establish what every audience member told Facebook’s recommendation system.
Run a controlled four-week test
Select one content pillar and improve only the topic framing, evidence and audience usefulness. Keep publishing frequency and promotion stable where practical. Record the hypothesis before posting: for example, “Specific how-to openings will increase completion and saves among current followers.”
Week one establishes the baseline. In weeks two and three, publish two or three revised posts with consistent quality. Week four compares the cohort and documents what changed. Avoid declaring success from reach alone; distribution can move because of timing, competition, paid support or wider product changes.
Use comments and customer conversations as qualitative input, but do not claim access to private algorithm feedback. Kayaar’s Meta performance review guide can help small businesses connect platform metrics with qualified commercial outcomes.
Governance for audience-led content
Create a short record for every content pillar: audience, need, evidence sources, allowed claims, excluded topics, reviewer and success measures. Revisit it monthly. If content attracts the wrong audience, first check whether the topic promise and actual value match before increasing volume or changing formats.
Never ask employees, customers or agencies to manipulate feedback controls. Do not tell audiences to mark content Interested as a condition for access, a prize or a promised reach benefit. Feedback belongs to the user; the brand’s job is to publish material worth choosing.
For help turning social insights into a measurable content plan with clear review controls, contact Kayaar.
Final content checklist
The audience and topic are clear in the opening.
The post delivers the value promised by its hook.
Claims and examples are accurate and reviewable.
The format is accessible and appropriate to the task.
Results are assessed across comparable posts and business outcomes.
No claim suggests the brand can control a user’s algorithm.
Facebook Your Algorithm makes preference more explicit, but the durable response is familiar: understand the audience, communicate a clear topic and deliver genuine value. Treat feedback tools as user controls, not optimisation loopholes, and let measured content quality guide the next test.
FAQs
What is Facebook Your Algorithm?
It is a set of controls Meta announced for letting people add topics and describe what they want to see more or less of in Feed and Reels.
Can brands optimise directly for user topics?
No guaranteed method has been announced. Brands should make subjects clear and useful without claiming they can control individual recommendations or feedback.
What content signals should marketers review?
Review topic clarity, watch time, completion, saves, shares, meaningful comments, profile visits and qualified outcomes across comparable posts.
Should brands change strategy after one weak post?
No. Evaluate a consistent group of posts over a useful period and account for timing, format, promotion and other distribution changes.
How often should the content audit run?
Review operational results monthly and run a deeper quarterly audit of pillars, evidence, accessibility, approvals and business outcomes.
