Collaboration
- launch briefMarginalOpportunity score
63
CPC (real)
$13
Active Google advertisers
105
LinkedIn advertisers
87
Pixel advertisers
76
Avg ad tenure
2.7 yr
Incumbent ad spend/mo
$4.3M
Spend momentum
+22%
SEO difficulty
69
Avg incumbent funding
$1.0B
Incumbents (147)- genuine category specialists - cross-listed generic tools excluded
| Product | Rating | Funding | Ad spend/mo | Google ads | Channels | Authority | |
|---|---|---|---|---|---|---|---|
| 4.8(196) | $12M | $558k | 4.0y | 22 | 6 | 55 | |
| 4.0(3) | - | $507k | 3.6y | - | - | 90 | |
| 4.3(262) | $3.6B | $493k | 3.9y | - | - | 49 | |
| 4.5(286) | $338M | $395k | 2.8y | 1 | 2 | 49 | |
| 4.7(730) | - | $246k | 2.7y | 24 | - | 38 | |
| 4.5(21,687) | - | $232k | 3.9y | - | - | 81 | |
| 4.7(384) | $666M | $204k | 4.6y | 2 | 5 | 50 | |
| 4.5(1,046) | - | $201k | 2.5y | 16 | - | 65 | |
| 4.6(916) | $200M | $189k | 1.3y | 24 | 6 | 55 | |
| 4.7(80) | - | $114k | 3.1y | - | 2 | 76 | |
SlackAd | 4.7(24,103) | $34B | $114k | 1.9y | 21 | - | 78 |
| 4.3(1,333) | - | $96k | 3.3y | - | - | 76 | |
| 4.3(34) | - | $96k | 3.9y | 24 | 3 | 38 | |
| 4.7(101) | - | $86k | 3.1y | - | - | 40 | |
| 4.7(147) | $30M | $64k | 2.0y | 17 | 5 | 43 | |
| 4.6(23) | $68M | $59k | 1.1y | 24 | 3 | 37 | |
| 4.7(93) | $11M | $55k | 4.6y | 24 | - | 35 | |
| 4.9(47) | $14M | $52k | 3.6y | - | 2 | 32 | |
| 4.6(2,641) | - | $50k | 0.8y | 24 | - | 63 | |
| 4.7(1,896) | - | $47k | 1.7y | 24 | - | 41 | |
| 4.7(488) | $248M | $31k | 4.6y | 24 | 5 | 47 | |
| 4.7(2,734) | $615M | $31k | 1.9y | 24 | - | 75 | |
| 4.6(218) | $512M | $31k | 3.6y | 24 | - | 41 | |
| 3.8(60) | - | $29k | 1.5y | 24 | 2 | 28 | |
OnBoardAd | 4.7(1,056) | $105M | $28k | 4.6y | 4 | - | 43 |
| 4.7(975) | $100M | $22k | 3.1y | - | - | 51 | |
AxeroAd | 4.5(88) | - | $21k | 1.8y | 8 | 1 | 34 |
KantataAd | 4.2(627) | $111M | $21k | 2.9y | 24 | 4 | 39 |
| 4.7(73) | $121M | $20k | 1.3y | 24 | - | 40 | |
| 4.5(135) | $194M | $14k | 3.2y | 10 | 1 | 54 | |
| 4.4(606) | - | $14k | 1.1y | 24 | 5 | 60 | |
| 4.7(206) | $133M | $12k | 3.9y | 18 | 5 | 42 | |
| 4.5(95) | - | $12k | 4.6y | 1 | 7 | 70 | |
| 4.6(91) | $69M | $12k | 0.5y | 23 | 1 | 43 | |
| 4.8(873) | $263M | $10k | 2.9y | 24 | 3 | 38 | |
| 4.7(132) | $58M | $10k | 1.2y | - | 3 | 44 | |
| 4.6(98) | $300M | $10k | 2.7y | 3 | - | 53 | |
| 4.4(3,796) | $539M | $9k | 2.8y | 24 | - | 69 | |
| 4.4(43) | $11M | $8k | 3.6y | 24 | - | 34 | |
| 4.7(153) | $258M | $8k | 4.6y | 23 | - | 44 | |
| 4.8(49) | - | $7k | 1.2y | 24 | 4 | 21 | |
| 4.9(173) | - | $6k | 4.4y | 23 | 1 | 40 | |
ZiflowAd | 4.8(417) | $30M | $5k | 4.4y | 24 | 6 | 38 |
| 4.4(150) | - | $5k | 4.6y | 24 | - | 36 | |
| 4.7(260) | - | $4k | 4.6y | - | - | 48 | |
| 4.4(254) | $63M | $4k | 2.6y | 24 | - | 49 | |
| 4.6(321) | $225M | $3k | 3.9y | 24 | 4 | 48 | |
| 4.3(100) | - | $3k | 0.5y | 20 | 1 | 33 | |
| 4.7(387) | - | $2k | 4.6y | 17 | - | 39 | |
| 4.8(117) | - | $2k | 1.9y | 10 | 5 | 31 | |
| 4.7(135) | - | $2k | 2.8y | 21 | 1 | 44 | |
| 4.6(38) | $46M | $2k | 2.9y | 24 | 1 | 38 | |
| 4.7(42) | $122M | $2k | 1.2y | 24 | 3 | 33 | |
| 4.7(142) | - | $2k | 3.1y | - | - | 52 | |
| 4.8(207) | - | $1k | 1.0y | 24 | 1 | 46 | |
| 4.6(49) | - | $1k | 3.8y | 2 | - | 39 | |
| 4.7(201) | - | $1k | 3.5y | 24 | - | 39 | |
| 4.6(41) | $3.6M | $1k | 4.6y | 2 | 4 | 40 | |
| 4.6(69) | - | $1k | 4.6y | - | - | 47 | |
VaniAd | - | - | $762 | 3.0y | - | - | 74 |
| 4.7(105) | - | $511 | 4.1y | - | - | 38 | |
| 4.7(652) | $15M | $420 | 2.4y | - | 4 | 42 | |
| 4.7(98) | - | $377 | 3.8y | 24 | - | 30 | |
| 4.9(110) | $1.2M | $267 | 0.5y | 3 | - | 39 | |
| 4.5(376) | - | $254 | 2.5y | - | - | 46 | |
| 4.7(209) | - | $173 | 0.4y | 24 | - | 36 | |
| 4.8(387) | - | $160 | 1.8y | - | - | 45 | |
| 4.6(5) | - | $152 | 1.5y | 1 | - | 31 | |
| 4.7(1,157) | - | $86 | 4.6y | - | 1 | 44 | |
| 4.2(19) | - | $78 | 2.0y | - | 2 | 38 | |
| 4.1(11) | $6.7M | $74 | 1.4y | 24 | - | 24 | |
| 4.3(61) | - | $68 | 4.4y | 17 | 2 | 34 | |
| 4.7(129) | $6.2M | $64 | 4.5y | 8 | 1 | 39 | |
| 4.5(179) | - | $53 | 4.6y | 24 | 1 | 41 | |
| 4.7(924) | $6.0M | $23 | 3.3y | - | 2 | 47 | |
| 4.2(98) | - | $10 | 4.6y | - | 1 | 41 | |
| 4.6(440) | - | $9 | 4.6y | - | - | 39 | |
| 4.5(475) | - | $7 | 3.3y | - | 3 | 34 | |
| 4.4(1,351) | - | - | 4.6y | - | 1 | - | |
| 4.3(27) | - | - | 3.3y | 4 | - | - | |
| 4.2(819) | - | - | 4.6y | - | - | - | |
| 4.6(42) | $12M | - | 2.8y | 24 | - | - | |
| 4.7(40) | $7.5M | - | 2.7y | 24 | 2 | - | |
| 4.2(13) | - | - | 3.1y | 24 | - | - | |
| 4.9(209) | - | - | 2.3y | 23 | 1 | - | |
| 4.6(80) | $1.7M | - | 3.8y | 24 | - | - | |
| 4.6(475) | - | - | 4.6y | - | 1 | - | |
| 4.7(215) | $140k | - | 4.6y | - | 4 | - | |
| 4.7(102) | $3.1M | - | 1.6y | 24 | 2 | - | |
| 4.5(94) | - | - | 4.6y | 24 | 2 | - | |
| 4.6(176) | $60k | - | 4.6y | 24 | 4 | - | |
| 4.5(28) | - | - | 1.9y | - | 2 | - | |
| 4.5(344) | $83M | - | 3.8y | 21 | 2 | - | |
| 4.8(9) | - | - | 2.7y | - | - | - | |
| 4.1(12) | - | - | 0.5y | - | 2 | - | |
| 4.4(49) | - | - | 2.5y | - | - | - | |
| 5.0(48) | - | - | 1.2y | - | 1 | - | |
| 4.7(102) | - | - | 0.4y | - | - | - | |
| 5.0(1) | - | - | 3.8y | - | 2 | - | |
| 4.3(14,413) | - | - | 2.2y | 20 | - | - | |
| 4.2(442) | $163M | - | 3.1y | - | 3 | - | |
| 4.9(293) | $13M | - | 2.3y | - | - | - | |
| 4.8(41) | $6.6M | - | 2.7y | 24 | 4 | - | |
| 4.2(121) | $18B | - | - | - | - | - | |
| 4.3(362) | - | - | 0.6y | 7 | - | - | |
| 4.7(176) | $700k | - | 3.0y | 2 | - | - | |
| 4.6(522) | $1.2B | - | 2.6y | 3 | - | - | |
| 4.8(80) | - | - | 2.0y | - | 1 | - | |
| 4.6(48) | $910k | - | - | - | 4 | - | |
| 4.9(103) | - | - | - | - | - | - | |
| 4.4(76) | $8.4M | - | 1.8y | 24 | 2 | - | |
UpwaveAd | 4.6(74) | $740k | - | - | 9 | - | - |
| - | - | - | 1.0y | - | - | - | |
TrillianAd | 4.7(52) | - | - | - | 20 | - | - |
| 4.4(209) | $795M | - | 0.0y | 1 | - | - | |
| 4.8(182) | - | - | 0.6y | 5 | 1 | - | |
| 4.2(53) | - | - | 3.8y | 1 | 3 | - | |
| 4.8(1,450) | - | - | - | - | - | - | |
| 4.7(41) | - | - | 0.1y | 24 | - | - | |
| 4.4(33) | - | - | 0.2y | 1 | - | - | |
| 4.5(198) | - | - | 0.1y | 15 | 1 | - | |
| 4.5(2) | - | - | - | - | 1 | - | |
| 4.7(13) | - | - | - | 17 | - | - | |
| 4.6(521) | $1.0M | - | - | - | 1 | - | |
| 4.7(36) | - | - | 0.1y | 24 | 1 | - | |
| 4.7(424) | - | - | - | 24 | 2 | - | |
| 4.2(33) | - | - | - | - | - | - | |
| 4.6(32) | $460k | - | - | - | 1 | - | |
| 4.6(32) | - | - | - | - | 1 | - | |
| 4.5(38) | - | - | - | - | - | - | |
| 4.4(217) | $37M | - | 1.4y | 14 | 2 | - | |
| 4.6(142) | - | - | 3.7y | - | 3 | - | |
| 4.7(234) | - | - | - | - | 1 | - | |
| 4.4(207) | $14M | - | - | - | - | - | |
| 4.3(220) | - | - | 1.8y | - | 4 | - | |
| 4.5(87) | $29M | - | 0.8y | 18 | 3 | - | |
| 4.7(49) | $22M | - | - | - | 5 | - | |
| 4.4(42) | - | - | - | - | 1 | - | |
| 4.9(196) | $980k | - | - | - | - | - | |
| 4.6(142) | - | - | - | 4 | - | - | |
| 4.7(129) | - | - | 0.2y | - | - | - | |
| 4.9(118) | - | - | 0.7y | 1 | 2 | - | |
| 4.6(105) | - | - | 0.3y | 5 | 3 | - | |
| 4.4(99) | - | - | - | - | - | - | |
| 4.7(139) | - | - | - | - | - | - | |
| 5.0(26) | - | - | - | - | - | - | |
| 4.7(26) | - | - | - | - | - | - |
PPC playbook- keywords the incumbents bid on - copy these (bidders = how many incumbents compete)
Common complaints- recurring incumbent review cons = product gaps to exploit
Ad creatives- live Google Search ads the incumbents run - copy the angles
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Risk: Slack is the entrenched leader ($34B raised), authority 78 - wedge in rather than attack head-on.
Sources: Capterra profiles + reviews · SEMrush demand / spend / paid keywords / authority / momentum · Apollo funding. Incumbent rollups exclude domains appearing in >25 categories. Capterra category ↗