Foster MatchingLast updated July 2, 2026

Matching Animals to Fosters Shouldn't Feel Like Guesswork. It Should Feel Like Confidence.

Accurate, fast, and humane matching at scale. Built for foster program coordinators, powered by research, designed to stabilize your foster program.

Every coordinator knows the moment. A plea goes out. Foster responses trickle in. But the question remains: "Who's actually the right fit for this animal?"

The research on what foster placement makes possible is staggering. Fostered dogs are 5 times more likely to experience a live outcome from a shelter, and 20 times more likely if they're adults (Patronek & Crowe, 2018, in Phillips & Gunter, 2024). Even a brief temporary foster stay of 1.5 days or more makes a dog over 14 times more likely to be adopted (Gunter et al., 2023, in Phillips & Gunter, 2024). But none of those outcomes happen if the match is wrong. Adult dogs with known behavioral issues are 3 times more likely to be returned from foster when caregivers aren't equipped for them (Gunter et al., 2022, in Phillips & Gunter, 2024).

Most shelters are left to make these matches with memory, spreadsheets, scattered notes, and hope. Pawsitive Foster, and Pawsitive Foster AI, change that.

Why Matching Animals to Humans Is So Hard Today

Matching isn't just logistics. It's emotional calculus.

Coordinators juggle:

  • Age stages
  • Behavioral needs
  • Bottle baby demands
  • Medical requirements
  • Foster skill levels
  • Home dynamics (kids, pets, work schedules)
  • Reliability history
  • Distance
  • Urgency

And during peak season, this multiplies tenfold.

The largest scoping review of companion animal fostering to date, covering 42 studies, concluded that fostering success depends on a careful interplay of caregiver preparedness, skill-fit, household environment, and ongoing support, not on availability alone (Phillips & Gunter, 2024).

When matching goes wrong:

  • Animals stay in shelters longer
  • Fosters experience emotional strain, particularly with behavioral or medical cases, where roughly a quarter of caregivers report fostering is emotionally difficult (Reese et al., 2022b, in Phillips & Gunter, 2024)
  • Coordinators lose trust in their tools
  • Programs destabilize

Matching is the heart of a foster program, and it deserves real infrastructure.

A System Built Without Matching in Mind

For decades, foster programs have been forced to coordinate matches inside tools never designed for foster care.

Legacy shelter software systems:

  • Offer no foster profiles with skills or experience
  • Provide no matching engine
  • Store caregiver info where coordinators can't use it in real time
  • Have no visibility into foster availability
  • Provide no intelligence for pairing animals and caregivers
  • Limit data access through restrictive contracts
  • Leave caregivers unsupported, which worsens retention

Because these systems were built around kennel inventory and municipal reporting, not foster-based lifesaving.

The friction shows up in the data. Maddie's Fund's 2022 foster care survey of 2,406 organizations found that shelters with onboarding wait times of less than one day placed a median of 270 pets in foster care annually. Shelters with wait times over a month placed only 20 (Maddie's Fund, 2023).

Coordinators aren't making poor matches.

They're making matches inside poor systems.

What Matching Needs to Actually Work

The research is clear. Matching succeeds when the system supports both the coordinator and the caregiver.

High-quality matching requires:

Skill visibility

Which fosters can bottle-feed? Which fosters handle ringworm? Who can medicate? Who has experience with neonatal fading?

Home context

Kids? Dogs? Room for a crate? Schedule flexibility?

Historical reliability

Who responds quickly? Who follows through on aftercare?

Urgency + readiness

Is this kitten critical? Is the foster available today?

Support after placement

Prepared caregivers stabilize placements. The largest scoping review on companion-animal fostering found that only about 70% of caregivers report having adequate training before fostering, and under 50% reported receiving food, supplies, a foster mentor, support for medical issues, enrichment items, or sufficient communication from the animal shelter (Reese et al., 2024, in Phillips & Gunter, 2024). And in the largest U.S. retention study (n=4,588), lack of training was directly correlated with a lower likelihood of continuing to foster (Rogelberg & Williams, 2017).

Right match. Right support. Right outcome.

No legacy vendor provides this infrastructure. Pawsitive Foster does.

Pawsitive Foster AI: Smarter, Faster, More Humane Matching

Pawsitive Foster AI brings structure, intelligence, and support to one of the most emotionally intense moments in a shelter.

1

AI-Powered Skill + Needs Matching

Trained on:

  • Age stage
  • Medical needs
  • Behavior flags
  • Foster skillsets
  • Past reliability
  • Availability patterns
  • Household attributes

This intelligence lets coordinators stop guessing and start choosing.

2

Centralized Foster Profiles

Every foster has:

  • Experience levels
  • Home setup
  • Preferences
  • Notes
  • Response history

Everything a coordinator needs to make the right call, finally in one place.

3

Instant Plea → Response Aggregation

No more texts you can't track. No more "Who responded where?"

Every response lives in one dashboard.

4

Placement Decisions That Feel Confident, Not Rushed

Because your system is doing the heavy lifting.

Matching That Improves Outcomes

The research is consistent: better matches lead to better outcomes for animals and caregivers alike.

5–20xFostered dogs are 5 times more likely to experience a live outcome, and 20 times more likely for adult dogs. Foster placement is one of the highest-leverage interventions in animal welfare.Patronek & Crowe, 2018, in Phillips & Gunter, 2024
14xEven brief stays produce dramatic results. Temporarily fostered dogs are over 14 times more likely to be adopted.Gunter et al., 2023, in Phillips & Gunter, 2024
43%Reduction in adult cat euthanasia at RSPCA Queensland as its foster program expanded between 2011 and 2016, alongside a doubling of adoptions.Kerr et al., 2018, in Phillips & Gunter, 2024
3xSkill-fit predicts placement stability. Adult dogs with known behavioral issues are 3 times more likely to be returned when placed with caregivers who aren't equipped for them.Gunter et al., 2022, in Phillips & Gunter, 2024

The rest of the findings point the same direction:

  • Almost 98% of fostered dogs in the Patronek & Crowe study left the shelter alive, vs. less than 90% for non-fostered dogs (Patronek & Crowe, 2018, in Phillips & Gunter, 2024).
  • Foster programs reduce euthanasia at scale. RSPCA Queensland's expansion also correlated with an 85% reduction in behavior-related euthanasia over the same period (Kerr et al., 2018, in Phillips & Gunter, 2024).

Fast placement is important. Right placement is transformational.

Pawsitive Foster AI helps make both possible.

A Better Experience for Fosters, Too

Fosters stay longer when matching feels thoughtful and supportive.

Pawsitive Foster gives them:

  • A clear sense of what you trust them with
  • Matches that fit their home and skills
  • 24/7 triage support after they take the animal home

Confidence begins at the moment of placement.

We help shelters get that moment right.

The Matching Flywheel

Better matchesHappier fostersHigher retentionMore available fostersFaster placementsBetter outcomesLess coordinator burnoutProgram stability grows

This is the foundation of a thriving foster program.

Matching Shouldn't Be a Gamble

Matching animals to humans is a lifesaving decision. It deserves a system designed for it.

Start Your Free Trial

Self-serve signup on the pricing page. Your first match can happen today.

Frequently Asked Questions

Why does foster matching matter so much?

Because foster placement is one of the highest-leverage interventions in animal welfare. Fostered dogs are 5 times more likely to experience a live outcome, 20 times more likely for adults, and even a temporary stay of 1.5 days or more makes a dog over 14 times more likely to be adopted (Patronek & Crowe, 2018; Gunter et al., 2023, in Phillips & Gunter, 2024). None of that happens if the match fails.

What happens when a foster match is wrong?

Placements break down. Adult dogs with known behavioral issues are 3 times more likely to be returned from foster when caregivers aren't equipped for them (Gunter et al., 2022, in Phillips & Gunter, 2024). Returns extend shelter stays, drain caregiver confidence, and cost coordinators the trust of their volunteers.

What information does good matching require?

Foster skills (bottle feeding, medical care, behavioral experience), household context (kids, other pets, schedule), response and reliability history, and real-time availability. The largest scoping review on companion-animal fostering concluded that success depends on the interplay of caregiver preparedness, skill-fit, household environment, and ongoing support, not availability alone (Phillips & Gunter, 2024).

How does Pawsitive Foster AI match animals to fosters?

It scores fit across age stage, medical needs, behavior flags, foster skillsets, past reliability, availability patterns, and household attributes, then surfaces the strongest candidates so the coordinator makes the final call with full context instead of memory and spreadsheets.

References

  1. Maddie's Fund. (2023). Dog & cat foster care in the United States: 2022 survey report. https://www.maddiesfund.org/assets/research/Dog-Cat-Foster-Care-Report-2022.pdf
  2. Phillips, G. E., & Gunter, L. M. (2024). Companion animal foster caregiving: a scoping review exploring animal and caregiver welfare, barriers to caregiver recruitment and retention, and best practices for foster care programs in animal shelters. PeerJ, 12, e18623. https://doi.org/10.7717/peerj.18623
  3. Rogelberg, S., & Williams, L. (2017). Understanding turnover of foster caregivers: Exploring the reasons and potential solutions. University of North Carolina at Charlotte; Maddie's Fund. https://www.maddiesfund.org/assets/grants/final-foster-turnover-report.pdf