lightreel with manual media buyers right now:

manual scraping for competitor ads always tanked our launch speed.

speed of iteration is the only thing that matters for roas. ai just removed the friction.

scraping millions of meta ads manually was literally impossible anyway

spending 6 hours in the meta ad library was soul crushing anyway.

creative strategists are sweating.

finding trending hooks used to be a full-time job. now it's just a prompt.

is this a standalone dashboard or what?

it plugs right into claude as an mcp. your whole ugc research stack inside one chat.

this just gave solo founders the research power of a 50-person agency.

let the traditional agencies keep doing it manually.

quiet arbitrage. we just keep scaling while they bill by the hour.

my agency just cut our research phase by 80%.

that's pure margin. you either adapt to agentic workflows or bleed cash.

Saving this

the shrimp represents every media buyer on linkedin right now.

holding on for dear life while the infrastructure scales

moving from managing people to managing prompts.

the arbitrage shifted from cheap labor to efficient agents.

$5k/mo retainers for ad research are completely finished.

exactly. you can't justify that overhead when an agent does it in seconds.

you still need a human to actually interpret the data and launch the campaigns though.