# Explain a brand’s breakout posts. Keep the baseline in view A breakout is a post far above its account's usual views under the provider's stated method. Inspect those posts and their creative evidence while keeping paid reach and weak baselines visible. - For: Brand, social and creative teams - Providers: 1 (Adspy.sh), 4 tools - Example (One brand lookup, up to 20 breakout posts on TikTok and one post opened with tags. Uses the provider's existing 90-day breakout baseline): at most $0.05, computed from the live catalog - Updated: 2026-10-24 ## One provider, the complete research job Adspy supplies this job's observations and research tools through one Agentik connection and one prepaid balance. - **Adspy.sh** (4 tools, at most $0.05): Observed public posts, reports and the source evidence for this research task. ## Give this to your agent ```text Use my connected Agentik MCP server for this job: organic breakout analysis. Find my brand's breakout posts on one selected platform. List up to 20 with the breakouts sort and read one useful post in detail with tags. Explain the provider's baseline and the observed gap where available. Keep suspected paid reach separate. Do not call a post a breakout when the baseline is insufficient, and do not describe the observed pattern as a guarantee of viral growth. For a broader brand report, point me to the organic social audit rather than expanding this job silently. Use these Agentik tools for the written steps: adspy/get-context, adspy/search-brands, adspy/list-social-posts, adspy/get-social-posts. Reuse identifiers from actual earlier results, never the illustrative page inputs. When collection is needed, quote it separately and wait for my approval. Use the account-collection playbook. Do not invent a handle, move an account attached to another brand, or treat a waiting job as failed. Keep platform, period, observation dates, coverage, sample size, denominator, uncertainty and source links. Preserve the provider's no_clear_gap and insufficient-data conclusions. Do not infer spend, reach, conversions, ROAS or causal performance from public posts. Before running anything, inspect each tool with inspect_tool, ask me for any input you don’t have instead of inventing it, and tell me the total price. Wait for my go. At the end, tell me what Agentik charged. ``` ## You provide - Brand and one platform - The observed period and question - How many examples you want to inspect ## Before this job - The brand's account is already collected, or the account-collection playbook is completed first. - Brand reports require the actual brand key and its account association; an account ID alone is not a brand key. ## What you get: a cited set of outlier posts and qualified creative patterns - Posts flagged above the account baseline - Observed counts, dates and baseline information - Tags with video, cover or linked-ad provenance - Creative hypotheses with supporting posts and uncertainty ## How to analyse a brand’s organic breakout posts in Claude or ChatGPT Prices are the most each call can reserve for this example: One brand lookup, up to 20 breakout posts on TikTok and one post opened with tags. Uses the provider's existing 90-day breakout baseline. ### 1. Check the brand and available data Read the current coverage, resolve the brand and keep accounts known only through organic posts. Use the returned brand key and the platforms actually collected. - [Adspy.sh ad and organic coverage](/tools/adspy/get-context.md) `adspy/get-context` (Adspy.sh): free - [Find brands in Adspy.sh](/tools/adspy/search-brands.md) `adspy/search-brands` (Adspy.sh): at most $0.001 ### 2. Find posts above the account baseline Use the provider's breakout ordering and labels. Keep suspected paid reach apart and retain insufficient-baseline states. - [Adspy.sh organic brand posts](/tools/adspy/list-social-posts.md) `adspy/list-social-posts` (Adspy.sh): at most $0.04 ### 3. Read the creative evidence Open an actual returned post and explain what its tags describe. A cover reading is not a full-video transcript. - [Adspy.sh organic post details and AI tags](/tools/adspy/get-social-posts.md) `adspy/get-social-posts` (Adspy.sh): at most $0.002 Example total: at most $0.05. Each call is billed for measured usage; unused reservations are released. ## Ask it your way - Keep the research to one platform and show the evidence behind each conclusion. - Explain what the available sample cannot establish. ## Why through Agentik - Use one Agentik connection and the existing prepaid balance. - Read the report and the posts behind it in the same conversation. - Inspect the tools, approve the quote and see the amount actually charged. ## Good to know - These are observed public posts. Missing counts stay unknown; rounded counts and incomplete history stay labelled. - TikTok and YouTube engagement is per view; Instagram engagement is per follower. Keep those bases separate. - Suspected paid-reach posts are shown separately and excluded from the organic figures as the provider reports them. - Post tags may come from video, a cover and caption, or a linked ad. Keep that provenance and do not invent a missing transcript. ## When to use something else For private reach, conversions or paid account performance, use your connected account's reporting tools. Public posts provide a different and incomplete set of observations. ## Organic breakout analysis: questions ### What does the example cost? At most $0.05 for the example described. New account collection and any larger volume are quoted separately. You pay the settled usage; repeated or included items can cost less. ### Are AI tags billed separately? No. Available post tags are included with the post. A missing analysis stays missing, and a cover-based analysis is identified as such. ### Can the result prove business performance? No. Public engagement, posting activity and creative reuse are observed signals. They do not establish spend, conversions, profitability or causal lift. ## Keep going - [Organic social audit](/organic-social-audit.md): A brand’s posting cadence, formats and typical engagement, with platform-specific reports, uncertainty and the posts behind the findings. - [Social creative brief](/evidence-based-social-brief.md): Observed organic posts and relevant public ads turned into a creative brief, with each hook, format and proposed test tied to its evidence. - [Weekly trend report](/weekly-trend-report.md): What trends this week on TikTok, Instagram Reels, YouTube Shorts and X, with TikTok’s rising hashtags and Google Trends for your niche, filtered to what fits your brand. - [Social tools for your agent](/tools/social.md) - [Advertising tools for your agent](/tools/advertising.md) [All playbooks](/playbooks.md) · [Connection guides](/docs/clients.md) · [Billing](/docs/billing.md) --- [HTML page](/organic-breakout-analysis) · [Agent index](/llms.txt)