In Lewis Carroll's Through the Looking-Glass, the Red Queen tells Alice, "it takes all the running you can do, to keep in the same place." Evolutionary biologist Leigh Van Valen borrowed the line in 1973 to describe a real phenomenon: when two species compete directly, a predator and its prey, a parasite and its host, both must keep evolving continuously just to maintain the same relative position, because standing still while your rival improves means falling behind (ScienceDirect).
Nothing in the animal kingdom actually gets ahead this way. The cheetah gets faster, the gazelle gets faster, and the gap between them stays roughly the same. That's the trap marketers walk into every time they treat a competitive channel like a race they can eventually win outright.
Why paid ads and SEO are Red Queen environments
Google updates its algorithm, SEOs adapt, Google updates again, a cycle that has defined SEO for decades, from keyword stuffing to link schemes to the Helpful Content Update (Omniscient Digital). Every tactic that works gets copied until it stops working, not because the tactic was bad, but because it was good enough for competitors to notice and imitate.
The numbers back this up in paid media too. Average Google Ads CPC rose to roughly $5.42 in 2025, up from $4.66 the year before, a jump of nearly 13% that hit 87% of industries tracked, not a niche few (Search Engine Land). And by some analyses costs are projected to rise another 10-25% into 2026. Every advertiser bidding more aggressively pushes the auction price up for everyone else in it, a pure Red Queen dynamic: nobody's ROI actually improves from the arms race, they just avoid falling behind.
Content marketing tactics stopped working not because they got worse, but because they got copied by everyone else running the same playbook. Effectiveness decays as adoption spreads.
What standing still actually costs you
The uncomfortable part of the Red Queen effect is that "maintaining current performance" is already a losing strategy, because your competitors aren't holding still while you do.
A few concrete signs you're on the treadmill without realizing it:
- Your CPC or CPA has crept up over four quarters even though your creative and targeting haven't changed, meaning the auction moved and you didn't.
- Your organic rankings held steady while a competitor's traffic doubled, because they matched Google's shifting expectations and you matched last year's.
- A tactic that felt like an edge two years ago (a specific ad format, a content structure) is now table stakes that everyone runs.
None of that is failure on your part. It's what happens by default in any market where rivals watch and copy each other, which is every market.
Two SaaS competitors in the same niche both start publishing one long-form SEO article a week in 2023, averaging 1,200 words. By 2025, each is publishing three times a week at 2,500+ words, backed by dedicated content teams, because neither could afford to fall behind the other's growing footprint. Combined content spend roughly quadrupled. Their relative share of the niche's organic traffic barely moved, both just occupy a more crowded, more expensive version of the same two slots they held before.
Common mistakes teams make on the treadmill
Most of the damage from the Red Queen effect isn't the competition itself, it's misreading what the competition means.
- Treating a temporary win as a permanent edge. A tactic that beat competitors this quarter gets baked into next year's plan as if it will keep working, when its whole value was that competitors hadn't copied it yet.
- Benchmarking against the loudest competitor, not the actual median. One aggressive rival's spend increase gets treated as "the market moved" when it might just be one player overextending.
- Escalating spend without escalating differentiation. Matching a competitor's budget increase dollar-for-dollar keeps you in the race, but only a different angle, audience, or product actually changes your position in it.
- Measuring success as "did we improve" instead of "did we improve relative to the field." A 20% CPC efficiency gain is a loss if competitors gained 30%.
Catching these early is cheaper than discovering them in a quarterly review where the numbers already moved against you.
Competing on the treadmill without burning out
You can't opt out of the Red Queen dynamic in a competitive channel, but you can choose how you run on it.
- Budget for CPC drift, not just CPC today. If costs rose 13% industry-wide last year, plan next year's paid budget assuming a similar rise, not a repeat of this year's number.
- Treat "what's working" as temporary by default. Schedule quarterly reviews assuming today's winning tactic will decay, not persist, so you're never caught flat when it does.
- Look for a different game, not just a faster lap. A proactive culture that builds owned audiences, differentiated product, or a defensible niche escapes some of the competition entirely, rather than out-running it (Sheppard Moscow).
- Track relative position, not absolute performance. A metric that only reports "up 10% versus last quarter" hides whether the whole category moved up 25%; pull competitor benchmarks into the same review, even rough ones.
The Red Queen effect isn't a reason to give up on paid ads or SEO, it's a reason to stop expecting them to get permanently easier. Plan for the treadmill to keep moving, and put some of your energy into building things that don't have to run on it at all.
The teams that handle this well tend to split their effort deliberately: most of the budget keeps the treadmill running so the business doesn't fall behind today, and a smaller, protected slice goes toward the slower, harder work of building something competitors can't just copy next quarter. That split is itself a decision worth making explicit, rather than letting the treadmill quietly absorb 100% of the budget by default because it's the part with an obvious, immediate return.