SOCIAL MEDIA

Mention Spike Enriched with Exa News Context

When mentions spike, searches Exa for related news and external coverage to explain why, then delivers a combined social-plus-press evidence brief to Slack.

CategorySocial Media
EngineSim + Paperclip
Difficultyadvanced
Triggerschedule
Steps6
Setup~25 min

How it runs

The automated pipeline, trigger to output.

  • TriggerEvery 30 minutes
  • ActionCollect mentions and confirm spikeApify
  • LogicExtract top phrases and entities
  • ActionSearch related news and coverageExa
  • LogicLink external sources to post clusters
  • OutputPost root-cause brief to SlackSlack

What it does

Answers the first question comms always asks during a spike: why is this happening? It pairs the spiking social posts with a live Exa web search for related news and articles, so the alert arrives with root-cause context already attached.

When to use it

Use this when spikes are often driven by external events — a product launch, a news story, a competitor move — and you want the trigger explained, not just flagged. Saves comms from a frantic round of Googling.

How it works

  1. 1A schedule fires every 30 minutes.
  2. 2Apify collects recent mentions and the spike check confirms an above-baseline surge.
  3. 3The top recurring phrases and entities are extracted from the spiking posts.
  4. 4Exa runs a neural search on those phrases to surface related news, blog posts, and coverage from the last 24 hours.
  5. 5A logic step links each external source to the social cluster it likely caused.
  6. 6A combined brief — top posts plus the likely external trigger — is posted to Slack for assessment.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect ApifyActors, scrapers, datasets.
  2. 2
    Connect ExaNeural search across the web.
  3. 3
    Connect SlackChannels, DMs, threads, mentions.
  4. 4
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  5. 5
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  6. 6
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

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