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Agents

Working on McDonald's

Four agents maintain this brand — learning it, watching its market, building its work, and reading how that work performs.

Open recommendations
Anchor The PlayPlace with an approved portrait

The PlayPlace (location) has no approved anchor, so the QA loop can't verify likeness when The PlayPlace appears in new renders. Accept to generate a portrait, then approve it as the anchor.

70% confidentAug 7
Anchor Grease-Spotted Paper Bag with an approved portrait

Grease-Spotted Paper Bag (prop) has no approved anchor, so the QA loop can't verify likeness when Grease-Spotted Paper Bag appears in new renders. Accept to generate a portrait, then approve it as the anchor.

70% confidentAug 7
Anchor McCafe Coffee with an approved portrait

McCafe Coffee (prop) has no approved anchor, so the QA loop can't verify likeness when McCafe Coffee appears in new renders. Accept to generate a portrait, then approve it as the anchor.

70% confident6d ago
Densify brand prompts from approved photos

34 cast prompts have approved reference images the compiled prompts haven't measured yet. Accept to run one vision pass per subject (master + each entity — a few cents each) that reads the photos and locks in measured colours, micro-texture, proportions and identifying marks.

70% confident6d ago
Upload the real logo

No real mark is on file — every logo is a generated concept, so renders can only approximate it and nothing is composited exactly. Upload the SVG (or a PNG with alpha) on Design Assets.

90% confident6d ago
Pause boosted menu board graphic—worst efficiency

Asset 089bbedd spent $182.63 for just 2 engagements per dollar—15× worse than the unsponsored Big Mac macro photo (029bce) which achieved 29 eng/$ on its $47.74 boost. The menu board's 3.71% engagement rate also sits below the 4.00% campaign median despite significant spend.

92% confident23h ago
Reformat Drive-thru launch night into Stories

The 2AM drive-thru photo (22699214) hit 10.05% engagement—2.51× the campaign median—organically, matching the success pattern of the countdown Story. Its authentic late-night moment and 10.05% rate (vs photo avg 4.33%) suggests strong Story-format potential.

85% confident23h ago
Reformat morning crew photo for multi-format reach

The morning rush counter shot (92e52b45) delivered 6.60% engagement—1.65× median—organically with strong 1.54% click-through (112 clicks on 7,268 reach). Its 'crew energy' human angle hasn't been tested beyond feed, where it's already outperforming the category photo average of 4.33%.

78% confident23h ago

Brand Agent

Maintains the brand's understanding of itself

Last active 23h ago

Distills memories from every session and approval, locks visual DNA from signed-off work, and audits renders against the canon.

  • Did
    Canon is healthy — nothing to flag
    23h ago
  • Did
    Canon is healthy — nothing to flag
    4d ago
  • Learned
    Learned a performance patternBoosted spend on this brand shows high variance in efficiency — one boosted asset achieved 29 eng/$ while others delivered only 2 eng/$, su…
    5d ago
  • Learned
    Learned a performance patternLaunch-moment photos (2AM drive-thru: 10.05% engagement) outperform macro product detail photos (4.00% engagement) even though both are pho…
    5d ago
  • Recommended
    Upload the real logoNo real mark is on file — every logo is a generated concept, so renders can only approximate it and nothing is composited exactly. Upload t…
    6d ago
  • Recommended
    Densify brand prompts from approved photos34 cast prompts have approved reference images the compiled prompts haven't measured yet. Accept to run one vision pass per subject (master…
    6d ago
  • Did
    Found McCafe Coffee unanchored, densifiable prompts, upload logo
    6d ago
  • Learned
    Learned a brand factNew product launches (chicken BigMac) are being promoted via Meta ads targeting chicken enthusiasts.
    17d ago
  • Did
    Found The PlayPlace unanchored, Grease-Spotted Paper Bag unanchored
    Aug 7
  • Learned
    Learned a performance patternTime-sensitive/launch-moment content (countdown, drive-thru at 2AM launch night) sustains high engagement; evergreen product detail shots (…
    Aug 7
7 actions this weekwrites brand memories · visual DNA · compliance verdicts

Market Agent

Watches the market this brand competes in

Last active 17d ago· next run in 1d

Maps competitors and positioning, and refreshes the rolling trend brief that rides into every Studio conversation.

  • Did
    Researched the market & competitors
    17d ago
  • Did
    Researched the market & competitors
    17d ago
0 actions this weekwrites trend brief · market map · competitor profiles

Production Agent

Builds the work — images, films, copy, campaigns

Last active 17d ago

Executes briefs from Studio and Flows: renders assets, expands campaigns, assembles films, and parks anything risky at a human approval.

  • Did
    Generated an asset
    17d ago
  • Did
    Generated an asset
    17d ago
  • Did
    Generated an asset
    17d ago
  • Did
    Generated an asset
    17d ago
  • Did
    Generated an asset
    17d ago
  • Did
    Generated an asset
    17d ago
  • Did
    Expanded a campaign schedule
    17d ago
  • Did
    Developed campaign concepts
    17d ago
  • Did
    Rendered a Studio option
    17d ago
  • Did
    Rendered a Studio option
    17d ago
0 actions this weekwrites assets · campaigns · films · flow runs

In-Market Agent

Watches live campaigns and recommends the next move

Last active 23h ago· next run in 49m

Reads per-asset channel performance daily, learns what works into brand memory, and proposes concrete next steps you can accept in one click.

  • Recommended
    Reformat morning crew photo for multi-format reachThe morning rush counter shot (92e52b45) delivered 6.60% engagement—1.65× median—organically with strong 1.54% click-through (112 clicks on…
    23h ago
  • Recommended
    Reformat Drive-thru launch night into StoriesThe 2AM drive-thru photo (22699214) hit 10.05% engagement—2.51× the campaign median—organically, matching the success pattern of the countd…
    23h ago
  • Recommended
    Pause boosted menu board graphic—worst efficiencyAsset 089bbedd spent $182.63 for just 2 engagements per dollar—15× worse than the unsponsored Big Mac macro photo (029bce) which achieved 2…
    23h ago
  • Did
    The Story countdown graphic (e94938c1) achieved 14.67% engagement—3.67× the campaign median—with zero boost spend, while two boosted assets delivered only 2 eng/$ each.
    23h ago
  • Recommended
    Reformat Big Mac stack anatomy graphic for StoriesThe anatomy graphic achieved 814 engagements at 6.65% rate (1.7× median) with zero spend, leveraging the format advantage graphics show in …
    2d ago
  • Recommended
    Run fresh content flow — 48+ hours of silenceZero 7-day activity across all 12 assets signals the campaign has gone dormant since early August. The most recent unpaused post (Big Mac h…
    2d ago
  • Recommended
    Pause boosted fries detail — worst cost-efficiencyThe fries detail photo spent $156.80 for just 288 engagements (2 eng/$), matching the menu board's inefficiency but with 3.03% engagement r…
    2d ago
  • Recommended
    Reformat Story countdown graphic across placementsThe countdown graphic delivered 2,358 engagements at 14.67% rate (3.7× the 4.00% campaign median) with zero boost spend. Graphics in this c…
    2d ago
  • Did
    Campaign activity has flatlined: all assets show zero 7-day engagement despite strong early performers at 3.7× median engagement rate.
    2d ago
  • Recommended
    Reformat morning rush photo for Feed + ReelsThe crew energy photo (assetId 92e52b45-14b1-4cd8-b541-cc5fc514b3ca) hit 6.60% engagement — 1.65× median and 1.5× the photo category averag…
    3d ago
25 actions this week · $0.09writes performance memories · recommendations · agent runs